In [277]:
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import re
pd.set_option("display.max_rows", None, "display.max_columns", None)
In [278]:
from google.colab import drive
drive.mount('/content/gdrive')
file_path = '/content/sample_data/brain_stroke.csv'
strokedata_df = pd.read_csv(file_path)
Mounted at /content/gdrive

Project Goals¶

My name is Miller Dickerson and my project is currently titled Gender, Lifestyle, & Age Disparities in Stroke Incidence: A Data-Driven Analysis. I will be investigating a data set related to hypertension, high BMI, stroke incidence, and/or average glucose level in the United States. I am interested in seeing correlations between patients having hypertension, high BMI, and/or high average glucose levels and it resulting in stroke or heart attack. Sex-based differences, age, and lifestyle differences will also be investigated. The website in which the analysis is located can be found HERE

Table 1: Stroke Data¶

This table is from a CSV file downloaded from Kaggle (link to Kaggle dataset), but the data is orignally from an electronic health record controlled by McKinsey & Company (link to EHR/Healthcare Hackathon Source). This was a part of their healthcare hackathon in 2018 and this dataset is accessible as a free dataset repository. The dataset contains information about 29,072 patients having 12 common variables. The variables are age, gender, marital status, patient identifier, work type, residence type (urban or rural), heart disease condition (binary attribute), body mass index (BMI), smoking status, average glucose level, and hypertension status (binary attribute). I will be answering questions such as, “Is there a sex based difference regarding hypertension, heart disease, and stroke?”, “What age groups are affected most by hypertension and stroke prevelence?”, “How frequently does hypertension result in stroke?” and “Is there any correlation between various patient demographics and hypertension prevelence?”

In [279]:
strokedata_df.head()
Out[279]:
gender age hypertension heart_disease ever_married work_type Residence_type avg_glucose_level bmi smoking_status stroke
0 Male 67.0 0 1 Yes Private Urban 228.69 36.6 formerly smoked 1
1 Male 80.0 0 1 Yes Private Rural 105.92 32.5 never smoked 1
2 Female 49.0 0 0 Yes Private Urban 171.23 34.4 smokes 1
3 Female 79.0 1 0 Yes Self-employed Rural 174.12 24.0 never smoked 1
4 Male 81.0 0 0 Yes Private Urban 186.21 29.0 formerly smoked 1
In [280]:
print(strokedata_df.columns)
strokedata_df = strokedata_df.loc[:, ~strokedata_df.columns.isin(["ever_married", "work_type"])]
strokedata_df = strokedata_df.reset_index(drop=True)

#dropping ever married variable and work type variable as they are not needed for what we will be exploring
Index(['gender', 'age', 'hypertension', 'heart_disease', 'ever_married',
       'work_type', 'Residence_type', 'avg_glucose_level', 'bmi',
       'smoking_status', 'stroke'],
      dtype='object')
In [281]:
strokedata_df
Out[281]:
gender age hypertension heart_disease Residence_type avg_glucose_level bmi smoking_status stroke
0 Male 67.00 0 1 Urban 228.69 36.6 formerly smoked 1
1 Male 80.00 0 1 Rural 105.92 32.5 never smoked 1
2 Female 49.00 0 0 Urban 171.23 34.4 smokes 1
3 Female 79.00 1 0 Rural 174.12 24.0 never smoked 1
4 Male 81.00 0 0 Urban 186.21 29.0 formerly smoked 1
5 Male 74.00 1 1 Rural 70.09 27.4 never smoked 1
6 Female 69.00 0 0 Urban 94.39 22.8 never smoked 1
7 Female 78.00 0 0 Urban 58.57 24.2 Unknown 1
8 Female 81.00 1 0 Rural 80.43 29.7 never smoked 1
9 Female 61.00 0 1 Rural 120.46 36.8 smokes 1
10 Female 54.00 0 0 Urban 104.51 27.3 smokes 1
11 Female 79.00 0 1 Urban 214.09 28.2 never smoked 1
12 Female 50.00 1 0 Rural 167.41 30.9 never smoked 1
13 Male 64.00 0 1 Urban 191.61 37.5 smokes 1
14 Male 75.00 1 0 Urban 221.29 25.8 smokes 1
15 Female 60.00 0 0 Urban 89.22 37.8 never smoked 1
16 Female 71.00 0 0 Rural 193.94 22.4 smokes 1
17 Female 52.00 1 0 Urban 233.29 48.9 never smoked 1
18 Female 79.00 0 0 Urban 228.70 26.6 never smoked 1
19 Male 82.00 0 1 Rural 208.30 32.5 Unknown 1
20 Male 71.00 0 0 Urban 102.87 27.2 formerly smoked 1
21 Male 80.00 0 0 Rural 104.12 23.5 never smoked 1
22 Female 65.00 0 0 Rural 100.98 28.2 formerly smoked 1
23 Male 69.00 0 1 Urban 195.23 28.3 smokes 1
24 Male 57.00 1 0 Urban 212.08 44.2 smokes 1
25 Male 42.00 0 0 Rural 83.41 25.4 Unknown 1
26 Female 82.00 1 0 Urban 196.92 22.2 never smoked 1
27 Male 80.00 0 1 Urban 252.72 30.5 formerly smoked 1
28 Male 48.00 0 0 Urban 84.20 29.7 never smoked 1
29 Female 82.00 1 1 Rural 84.03 26.5 formerly smoked 1
30 Male 74.00 0 0 Rural 219.72 33.7 formerly smoked 1
31 Female 72.00 1 0 Rural 74.63 23.1 formerly smoked 1
32 Male 58.00 0 0 Rural 92.62 32.0 Unknown 1
33 Female 49.00 0 0 Urban 60.91 29.9 never smoked 1
34 Male 78.00 0 0 Rural 78.03 23.9 formerly smoked 1
35 Male 54.00 0 0 Urban 71.22 28.5 never smoked 1
36 Male 82.00 0 1 Urban 144.90 26.4 smokes 1
37 Male 60.00 1 0 Urban 213.03 20.2 smokes 1
38 Male 76.00 1 0 Rural 243.58 33.6 never smoked 1
39 Female 58.00 0 0 Urban 107.26 38.6 formerly smoked 1
40 Male 81.00 0 0 Urban 99.33 33.7 never smoked 1
41 Female 39.00 1 0 Rural 58.09 39.2 smokes 1
42 Female 79.00 0 1 Rural 127.29 27.7 never smoked 1
43 Female 77.00 1 0 Urban 124.13 31.4 never smoked 1
44 Male 63.00 0 1 Rural 196.71 36.5 formerly smoked 1
45 Female 82.00 0 0 Rural 59.32 33.2 never smoked 1
46 Male 73.00 1 0 Urban 194.99 32.8 never smoked 1
47 Female 54.00 1 0 Urban 180.93 27.7 never smoked 1
48 Female 56.00 0 0 Urban 185.17 40.4 formerly smoked 1
49 Female 80.00 1 0 Rural 74.90 22.2 never smoked 1
50 Female 67.00 1 0 Rural 61.94 25.3 smokes 1
51 Female 45.00 0 0 Rural 93.72 30.2 formerly smoked 1
52 Male 78.00 1 0 Urban 113.01 24.0 never smoked 1
53 Female 70.00 0 0 Urban 221.58 47.5 never smoked 1
54 Male 76.00 0 0 Urban 104.47 20.3 Unknown 1
55 Male 59.00 0 0 Urban 86.23 30.0 formerly smoked 1
56 Female 80.00 1 0 Rural 72.67 28.9 never smoked 1
57 Female 67.00 1 0 Rural 179.12 28.1 formerly smoked 1
58 Female 66.00 1 0 Rural 116.55 31.1 formerly smoked 1
59 Male 63.00 0 0 Rural 228.56 27.4 never smoked 1
60 Female 52.00 0 0 Rural 96.59 26.4 never smoked 1
61 Female 80.00 0 1 Rural 66.72 21.7 formerly smoked 1
62 Male 80.00 1 0 Urban 240.09 27.0 never smoked 1
63 Female 79.00 0 0 Urban 110.85 24.1 formerly smoked 1
64 Male 43.00 0 0 Urban 143.43 45.9 Unknown 1
65 Male 59.00 0 0 Rural 96.16 44.1 Unknown 1
66 Female 79.00 0 0 Rural 88.92 22.9 never smoked 1
67 Female 68.00 1 0 Urban 79.79 29.7 never smoked 1
68 Male 54.00 0 0 Rural 96.97 29.1 smokes 1
69 Male 61.00 0 1 Rural 111.81 27.3 smokes 1
70 Female 70.00 0 1 Rural 59.35 32.3 formerly smoked 1
71 Male 47.00 0 0 Urban 86.94 41.1 formerly smoked 1
72 Male 74.00 0 0 Urban 98.55 25.6 Unknown 1
73 Female 79.00 0 1 Urban 226.98 29.8 never smoked 1
74 Male 81.00 0 0 Urban 72.81 26.3 never smoked 1
75 Female 57.00 0 0 Urban 68.02 37.5 never smoked 1
76 Female 80.00 1 0 Urban 68.56 26.2 Unknown 1
77 Male 45.00 0 0 Rural 64.14 29.4 never smoked 1
78 Female 78.00 0 0 Rural 235.63 32.3 never smoked 1
79 Female 70.00 0 0 Rural 76.34 24.4 formerly smoked 1
80 Male 58.00 0 1 Rural 240.59 31.4 smokes 1
81 Male 57.00 1 0 Urban 78.92 27.7 formerly smoked 1
82 Female 69.00 0 0 Urban 82.81 28.0 never smoked 1
83 Male 64.00 0 1 Urban 74.10 28.8 Unknown 1
84 Female 77.00 0 0 Rural 190.32 31.4 never smoked 1
85 Female 74.00 0 0 Rural 231.61 34.6 formerly smoked 1
86 Female 81.00 0 1 Rural 78.70 19.4 Unknown 1
87 Female 57.00 0 0 Urban 110.52 28.5 Unknown 1
88 Female 50.00 1 0 Rural 73.18 30.3 formerly smoked 1
89 Female 54.00 0 0 Rural 191.82 40.4 smokes 1
90 Female 79.00 0 0 Rural 93.05 24.2 never smoked 1
91 Female 53.00 0 0 Urban 64.17 41.5 never smoked 1
92 Male 79.00 0 1 Rural 129.98 22.6 formerly smoked 1
93 Male 80.00 0 1 Urban 68.53 24.2 smokes 1
94 Female 68.00 0 0 Urban 82.10 27.1 Unknown 1
95 Male 71.00 1 1 Rural 216.94 30.9 never smoked 1
96 Male 61.00 1 0 Rural 76.11 27.3 smokes 1
97 Male 74.00 0 0 Urban 72.96 31.3 smokes 1
98 Female 38.00 0 0 Urban 82.28 24.0 formerly smoked 1
99 Female 77.00 0 0 Urban 105.22 31.0 never smoked 1
100 Female 58.00 0 0 Rural 59.86 28.0 formerly smoked 1
101 Female 53.00 1 0 Urban 62.55 30.3 Unknown 1
102 Male 80.00 0 0 Rural 259.63 31.7 smokes 1
103 Male 56.00 1 0 Rural 249.31 35.8 never smoked 1
104 Female 72.00 0 0 Urban 131.41 28.4 never smoked 1
105 Female 80.00 0 0 Urban 73.54 24.0 Unknown 1
106 Male 82.00 0 0 Urban 200.59 29.0 formerly smoked 1
107 Female 73.00 1 0 Rural 190.14 36.5 never smoked 1
108 Female 78.00 1 0 Urban 130.54 20.1 never smoked 1
109 Male 69.00 1 0 Rural 182.99 36.5 never smoked 1
110 Female 68.00 1 0 Rural 206.09 26.7 never smoked 1
111 Female 71.00 0 0 Urban 263.32 38.7 never smoked 1
112 Male 76.00 0 0 Urban 140.10 29.9 formerly smoked 1
113 Female 76.00 0 0 Urban 207.28 34.9 Unknown 1
114 Male 76.00 1 0 Rural 194.37 27.0 formerly smoked 1
115 Female 75.00 0 0 Rural 199.20 26.6 Unknown 1
116 Male 82.00 0 1 Rural 103.68 25.0 never smoked 1
117 Female 59.00 0 0 Rural 116.44 23.8 smokes 1
118 Female 74.00 1 0 Urban 70.28 21.8 never smoked 1
119 Female 69.00 1 1 Urban 72.17 36.8 never smoked 1
120 Female 72.00 1 0 Urban 221.79 30.0 never smoked 1
121 Male 66.00 0 0 Urban 151.16 27.5 formerly smoked 1
122 Female 78.00 0 0 Urban 67.29 24.6 never smoked 1
123 Female 57.00 1 0 Rural 67.41 32.9 never smoked 1
124 Female 70.00 0 1 Rural 239.07 26.1 never smoked 1
125 Male 68.00 0 1 Urban 223.83 31.9 formerly smoked 1
126 Female 80.00 0 0 Urban 76.57 34.1 never smoked 1
127 Male 68.00 0 0 Urban 77.82 27.5 smokes 1
128 Female 55.00 0 0 Rural 92.98 25.6 never smoked 1
129 Female 77.00 0 1 Rural 231.56 36.9 never smoked 1
130 Female 50.00 0 0 Rural 102.16 31.4 smokes 1
131 Female 57.00 0 0 Urban 221.89 37.3 smokes 1
132 Female 71.00 0 0 Urban 195.71 34.1 formerly smoked 1
133 Female 81.00 1 0 Rural 74.02 25.0 never smoked 1
134 Female 78.00 1 0 Urban 203.87 45.7 never smoked 1
135 Female 70.00 1 0 Urban 89.13 34.2 formerly smoked 1
136 Male 78.00 0 0 Urban 133.19 23.6 formerly smoked 1
137 Female 56.00 0 0 Rural 162.23 27.3 Unknown 1
138 Female 79.00 1 0 Urban 98.02 22.3 formerly smoked 1
139 Male 81.00 0 0 Rural 91.54 31.4 never smoked 1
140 Female 60.00 0 0 Urban 97.43 26.4 smokes 1
141 Female 80.00 1 0 Rural 91.02 32.9 formerly smoked 1
142 Male 72.00 1 0 Rural 185.49 37.1 never smoked 1
143 Female 80.00 0 0 Urban 64.44 45.0 never smoked 1
144 Male 78.00 1 0 Rural 56.11 25.5 formerly smoked 1
145 Male 81.00 0 0 Urban 213.22 26.1 Unknown 1
146 Female 46.00 0 0 Urban 78.18 30.8 never smoked 1
147 Male 59.00 0 0 Urban 111.04 32.0 formerly smoked 1
148 Female 32.00 0 0 Rural 76.13 29.9 smokes 1
149 Male 61.00 1 1 Urban 112.24 37.4 smokes 1
150 Male 63.00 0 0 Rural 137.30 31.7 formerly smoked 1
151 Male 63.00 0 1 Urban 116.69 34.5 formerly smoked 1
152 Female 82.00 1 1 Urban 215.94 27.9 formerly smoked 1
153 Male 82.00 0 0 Rural 86.62 29.5 formerly smoked 1
154 Female 65.00 0 0 Urban 205.77 46.0 formerly smoked 1
155 Male 51.00 1 0 Urban 112.16 42.5 formerly smoked 1
156 Male 59.00 0 0 Rural 118.03 35.5 smokes 1
157 Male 68.00 1 1 Rural 271.74 31.1 smokes 1
158 Female 72.00 0 0 Rural 97.92 26.9 smokes 1
159 Male 59.00 0 0 Urban 200.62 35.8 formerly smoked 1
160 Male 70.00 1 0 Rural 242.52 45.5 formerly smoked 1
161 Male 69.00 0 0 Rural 93.81 28.5 Unknown 1
162 Female 74.00 0 0 Urban 74.96 26.6 never smoked 1
163 Male 80.00 1 1 Urban 175.29 31.5 formerly smoked 1
164 Female 77.00 0 0 Rural 90.00 32.0 never smoked 1
165 Female 78.00 0 0 Rural 109.47 30.8 never smoked 1
166 Male 54.00 0 0 Rural 87.85 31.1 smokes 1
167 Female 78.00 0 0 Urban 106.74 33.0 formerly smoked 1
168 Female 81.00 0 0 Rural 80.13 23.4 never smoked 1
169 Male 78.00 0 0 Urban 90.19 26.9 never smoked 1
170 Male 78.00 1 0 Rural 134.80 33.6 Unknown 1
171 Female 63.00 0 0 Rural 106.58 23.9 Unknown 1
172 Female 39.00 0 0 Urban 83.24 26.3 never smoked 1
173 Female 51.00 0 0 Rural 103.43 27.3 formerly smoked 1
174 Male 63.00 0 0 Urban 208.65 30.7 never smoked 1
175 Female 48.00 0 0 Urban 74.11 20.5 never smoked 1
176 Female 81.00 0 0 Urban 95.84 21.5 never smoked 1
177 Female 79.00 0 1 Urban 205.33 31.0 smokes 1
178 Male 78.00 0 0 Urban 116.10 27.1 never smoked 1
179 Female 55.00 1 1 Urban 210.40 40.0 smokes 1
180 Male 73.00 0 1 Rural 219.73 28.6 never smoked 1
181 Male 81.00 1 1 Urban 250.89 28.1 smokes 1
182 Male 79.00 0 0 Rural 72.73 28.4 never smoked 1
183 Female 63.00 0 0 Rural 205.35 42.2 formerly smoked 1
184 Female 81.00 0 0 Urban 70.30 25.8 smokes 1
185 Male 49.00 0 0 Rural 104.86 31.9 smokes 1
186 Female 57.00 0 1 Urban 216.58 31.0 Unknown 1
187 Female 81.00 0 0 Rural 184.40 27.5 never smoked 1
188 Female 39.00 0 0 Urban 97.76 29.6 smokes 1
189 Female 80.00 1 0 Urban 66.03 35.4 never smoked 1
190 Female 81.00 0 0 Rural 81.95 16.9 never smoked 1
191 Female 79.00 0 0 Urban 97.73 21.5 smokes 1
192 Female 73.00 0 0 Urban 70.94 34.4 never smoked 1
193 Female 77.00 1 0 Urban 199.84 28.0 formerly smoked 1
194 Male 78.00 0 0 Urban 218.46 26.8 Unknown 1
195 Female 68.00 0 0 Rural 211.06 39.3 Unknown 1
196 Male 57.00 0 0 Urban 86.30 31.7 Unknown 1
197 Male 77.00 0 0 Rural 162.14 32.6 formerly smoked 1
198 Female 51.00 1 0 Urban 88.20 28.4 never smoked 1
199 Male 60.00 0 1 Urban 91.92 35.9 smokes 1
200 Male 66.00 0 0 Rural 76.46 21.2 formerly smoked 1
201 Male 57.00 0 0 Rural 197.28 34.5 formerly smoked 1
202 Male 68.00 0 0 Rural 233.94 42.4 never smoked 1
203 Female 68.00 1 1 Urban 247.51 40.5 formerly smoked 1
204 Male 57.00 0 0 Rural 84.96 36.7 Unknown 1
205 Female 14.00 0 0 Rural 57.93 30.9 Unknown 1
206 Female 75.00 0 0 Rural 78.80 29.3 formerly smoked 1
207 Female 78.00 0 0 Rural 78.81 19.6 Unknown 1
208 Male 3.00 0 0 Rural 95.12 18.0 Unknown 0
209 Male 58.00 1 0 Urban 87.96 39.2 never smoked 0
210 Female 8.00 0 0 Urban 110.89 17.6 Unknown 0
211 Female 70.00 0 0 Rural 69.04 35.9 formerly smoked 0
212 Female 52.00 0 0 Urban 77.59 17.7 formerly smoked 0
213 Female 75.00 0 1 Rural 243.53 27.0 never smoked 0
214 Female 32.00 0 0 Rural 77.67 32.3 smokes 0
215 Female 79.00 0 0 Urban 77.08 35.0 Unknown 0
216 Male 79.00 0 1 Urban 57.08 22.0 formerly smoked 0
217 Female 37.00 0 0 Rural 162.96 39.4 never smoked 0
218 Female 37.00 0 0 Rural 73.50 26.1 formerly smoked 0
219 Female 40.00 0 0 Rural 95.04 42.4 never smoked 0
220 Male 35.00 0 0 Rural 85.37 33.0 never smoked 0
221 Female 20.00 0 0 Urban 84.62 19.7 smokes 0
222 Female 42.00 0 0 Rural 82.67 22.5 never smoked 0
223 Female 44.00 0 0 Urban 57.33 24.6 smokes 0
224 Female 79.00 0 1 Urban 67.84 25.2 smokes 0
225 Female 65.00 1 0 Rural 75.70 41.8 Unknown 0
226 Female 49.00 0 0 Rural 60.22 31.5 smokes 0
227 Male 71.00 0 0 Urban 198.21 27.3 formerly smoked 0
228 Female 59.00 0 0 Urban 109.82 23.7 never smoked 0
229 Female 25.00 0 0 Urban 60.84 24.5 never smoked 0
230 Female 67.00 0 0 Rural 94.61 28.4 smokes 0
231 Female 38.00 0 0 Rural 97.49 26.9 never smoked 0
232 Female 54.00 0 0 Rural 206.72 26.7 never smoked 0
233 Female 70.00 0 0 Rural 214.45 31.2 never smoked 0
234 Male 27.00 0 0 Urban 82.90 25.0 Unknown 0
235 Female 47.00 0 0 Urban 103.26 25.4 Unknown 0
236 Male 58.00 1 0 Urban 55.78 27.5 smokes 0
237 Female 3.00 0 0 Urban 73.74 16.0 Unknown 0
238 Female 58.00 0 0 Urban 149.75 27.0 Unknown 0
239 Male 14.00 0 0 Urban 82.34 31.6 Unknown 0
240 Female 32.00 0 0 Rural 62.60 25.1 formerly smoked 0
241 Female 23.00 0 0 Urban 94.09 30.9 never smoked 0
242 Female 55.00 0 0 Urban 55.42 24.8 Unknown 0
243 Female 17.00 0 0 Urban 82.18 23.4 Unknown 0
244 Male 59.00 0 0 Urban 117.92 29.4 smokes 0
245 Male 13.00 0 0 Urban 114.84 18.3 Unknown 0
246 Male 4.00 0 0 Rural 79.17 20.0 Unknown 0
247 Female 16.00 0 0 Rural 110.63 19.5 Unknown 0
248 Male 67.00 0 0 Urban 190.70 36.0 formerly smoked 0
249 Female 22.00 0 0 Rural 79.81 27.7 Unknown 0
250 Female 45.00 0 0 Urban 113.63 27.5 smokes 0
251 Female 66.00 0 0 Rural 141.24 28.5 never smoked 0
252 Male 58.00 1 0 Rural 56.96 26.8 smokes 0
253 Male 69.00 0 0 Rural 203.04 33.6 never smoked 0
254 Female 58.00 0 0 Rural 94.30 29.1 Unknown 0
255 Female 53.00 0 0 Urban 81.51 28.5 Unknown 0
256 Female 78.00 0 0 Urban 137.74 34.9 formerly smoked 0
257 Male 44.00 0 0 Rural 81.84 25.1 never smoked 0
258 Male 66.00 0 0 Rural 242.30 35.3 smokes 0
259 Male 27.00 0 0 Rural 102.64 26.4 smokes 0
260 Male 43.00 0 0 Urban 146.01 31.5 smokes 0
261 Female 13.00 0 0 Urban 75.42 40.1 Unknown 0
262 Male 51.00 0 0 Urban 220.49 43.1 Unknown 0
263 Female 30.00 0 0 Urban 61.45 36.7 smokes 0
264 Male 46.00 0 0 Rural 88.19 29.3 formerly smoked 0
265 Female 43.00 0 0 Rural 115.22 21.2 Unknown 0
266 Female 79.00 0 0 Urban 97.93 31.2 Unknown 0
267 Female 27.00 0 0 Rural 85.60 21.4 Unknown 0
268 Female 38.00 0 0 Rural 79.83 27.9 smokes 0
269 Female 78.00 1 0 Urban 218.46 34.3 never smoked 0
270 Male 57.00 0 1 Rural 62.20 31.0 formerly smoked 0
271 Male 61.00 0 0 Urban 69.15 27.7 formerly smoked 0
272 Female 37.00 1 0 Rural 127.71 36.0 never smoked 0
273 Female 48.00 0 0 Rural 216.70 38.7 formerly smoked 0
274 Female 29.00 0 0 Urban 71.89 27.6 never smoked 0
275 Male 22.00 0 0 Rural 103.56 25.1 Unknown 0
276 Male 11.00 0 0 Rural 79.03 16.5 Unknown 0
277 Female 22.00 0 0 Urban 69.94 22.8 Unknown 0
278 Male 53.00 0 0 Rural 90.12 35.4 Unknown 0
279 Male 27.00 0 0 Urban 95.10 24.3 formerly smoked 0
280 Male 76.00 0 0 Rural 234.58 34.3 formerly smoked 0
281 Female 57.00 1 0 Rural 235.85 40.1 never smoked 0
282 Male 8.00 0 0 Rural 78.05 25.7 Unknown 0
283 Female 21.00 0 0 Rural 89.44 21.9 smokes 0
284 Female 18.00 0 0 Rural 111.38 38.4 smokes 0
285 Female 78.00 0 0 Urban 243.50 26.1 never smoked 0
286 Female 78.00 1 0 Urban 182.20 30.5 formerly smoked 0
287 Male 33.00 0 0 Urban 229.92 25.9 smokes 0
288 Female 51.00 0 0 Rural 89.84 29.9 Unknown 0
289 Male 11.00 0 0 Rural 90.69 18.6 Unknown 0
290 Female 48.00 0 0 Urban 84.38 27.1 Unknown 0
291 Female 82.00 0 1 Urban 215.60 24.9 never smoked 0
292 Female 54.00 0 0 Rural 91.61 25.2 never smoked 0
293 Female 49.00 0 0 Rural 138.16 19.4 never smoked 0
294 Female 24.00 0 0 Urban 75.23 29.0 never smoked 0
295 Female 37.00 0 0 Rural 75.18 48.2 formerly smoked 0
296 Male 64.00 0 0 Urban 239.64 34.6 formerly smoked 0
297 Female 66.00 0 0 Urban 58.95 24.6 never smoked 0
298 Female 23.00 0 0 Urban 99.92 25.8 never smoked 0
299 Male 68.00 0 0 Rural 116.23 26.1 never smoked 0
300 Female 55.00 0 0 Urban 118.82 29.0 formerly smoked 0
301 Female 25.00 0 0 Rural 66.30 27.2 never smoked 0
302 Female 48.00 0 0 Urban 101.41 20.7 smokes 0
303 Female 79.00 1 1 Urban 200.28 30.0 formerly smoked 0
304 Female 47.00 0 0 Urban 136.80 37.3 never smoked 0
305 Female 20.00 0 0 Rural 96.57 34.1 never smoked 0
306 Female 60.00 0 0 Rural 66.42 23.6 never smoked 0
307 Female 32.00 0 0 Urban 98.09 25.2 smokes 0
308 Female 66.00 1 0 Rural 205.23 39.5 never smoked 0
309 Male 43.00 0 0 Urban 86.78 23.5 smokes 0
310 Female 36.00 0 0 Rural 126.82 23.3 never smoked 0
311 Female 29.00 0 0 Urban 63.69 28.1 smokes 0
312 Female 39.00 0 0 Rural 89.86 24.4 never smoked 0
313 Male 76.00 0 0 Rural 110.99 29.8 formerly smoked 0
314 Female 0.64 0 0 Urban 83.82 24.9 Unknown 0
315 Male 34.00 0 0 Urban 137.96 35.1 Unknown 0
316 Female 72.00 0 0 Rural 210.78 32.3 formerly smoked 0
317 Female 43.00 0 0 Rural 118.89 43.6 never smoked 0
318 Female 57.00 0 0 Rural 72.55 21.0 never smoked 0
319 Female 44.00 0 0 Rural 107.41 47.3 never smoked 0
320 Female 4.00 0 0 Rural 93.25 16.6 Unknown 0
321 Male 44.00 0 0 Rural 74.91 37.5 never smoked 0
322 Female 18.00 0 0 Urban 80.05 24.2 never smoked 0
323 Male 41.00 0 0 Urban 99.80 31.6 never smoked 0
324 Female 23.00 0 0 Rural 91.97 21.6 formerly smoked 0
325 Female 53.00 0 0 Rural 64.40 31.0 smokes 0
326 Male 56.00 0 0 Rural 73.02 31.1 never smoked 0
327 Female 0.88 0 0 Rural 88.11 15.5 Unknown 0
328 Male 25.00 0 0 Urban 138.29 27.3 Unknown 0
329 Female 14.00 0 0 Rural 72.36 20.5 Unknown 0
330 Female 53.00 0 0 Rural 68.76 35.6 formerly smoked 0
331 Male 4.00 0 0 Rural 106.22 16.7 Unknown 0
332 Female 39.00 0 0 Urban 101.52 41.8 never smoked 0
333 Male 53.00 1 1 Rural 109.51 41.9 never smoked 0
334 Male 5.00 0 0 Rural 85.84 16.4 Unknown 0
335 Male 4.00 0 0 Rural 110.15 17.1 Unknown 0
336 Female 37.00 0 0 Urban 91.72 29.2 never smoked 0
337 Male 70.00 1 0 Urban 251.60 27.1 never smoked 0
338 Male 24.00 0 0 Urban 123.10 37.9 never smoked 0
339 Male 55.00 0 0 Rural 97.40 44.6 formerly smoked 0
340 Female 70.00 0 0 Rural 68.34 22.8 formerly smoked 0
341 Male 34.00 0 0 Urban 80.81 33.2 never smoked 0
342 Male 26.00 0 0 Rural 120.31 22.3 smokes 0
343 Female 39.00 0 0 Rural 83.51 26.4 never smoked 0
344 Male 38.00 0 0 Urban 74.09 39.6 never smoked 0
345 Female 20.00 0 0 Urban 91.60 28.1 never smoked 0
346 Female 17.00 0 0 Urban 87.52 39.2 never smoked 0
347 Male 60.00 1 0 Rural 213.37 36.0 never smoked 0
348 Female 75.00 0 0 Rural 75.39 37.8 never smoked 0
349 Female 31.00 0 0 Rural 122.41 40.3 smokes 0
350 Male 58.00 1 0 Rural 223.36 41.5 formerly smoked 0
351 Female 5.00 0 0 Rural 84.59 17.7 Unknown 0
352 Female 13.00 0 0 Urban 70.16 21.2 never smoked 0
353 Female 22.00 0 0 Rural 107.52 41.6 Unknown 0
354 Female 52.00 0 0 Urban 80.88 23.8 smokes 0
355 Female 61.00 0 0 Rural 93.48 23.7 Unknown 0
356 Female 78.00 0 1 Urban 70.21 24.8 never smoked 0
357 Male 57.00 0 0 Rural 86.67 39.0 Unknown 0
358 Female 21.00 0 0 Rural 101.37 37.9 never smoked 0
359 Female 22.00 0 0 Rural 105.22 31.1 never smoked 0
360 Female 80.00 0 0 Rural 70.31 23.2 Unknown 0
361 Male 7.00 0 0 Rural 64.06 18.9 Unknown 0
362 Male 64.00 1 0 Rural 178.29 36.1 never smoked 0
363 Female 64.00 0 0 Rural 81.60 36.3 smokes 0
364 Female 38.00 0 0 Urban 147.48 40.5 Unknown 0
365 Male 12.00 0 0 Urban 86.86 25.4 never smoked 0
366 Female 33.00 0 0 Rural 71.16 46.5 smokes 0
367 Female 3.00 0 0 Urban 73.20 16.8 Unknown 0
368 Female 37.00 0 0 Urban 203.81 46.6 never smoked 0
369 Female 22.00 0 0 Rural 82.00 26.4 never smoked 0
370 Female 24.00 0 0 Urban 97.55 26.2 never smoked 0
371 Male 75.00 0 0 Urban 94.29 35.2 Unknown 0
372 Female 12.00 0 0 Rural 75.22 20.9 Unknown 0
373 Male 63.00 0 0 Urban 90.07 36.8 Unknown 0
374 Female 52.00 0 0 Urban 73.73 34.4 formerly smoked 0
375 Female 68.00 0 0 Urban 79.58 22.2 never smoked 0
376 Female 56.00 1 0 Rural 205.26 40.3 never smoked 0
377 Female 43.00 0 0 Rural 58.63 28.4 smokes 0
378 Female 40.00 0 0 Rural 139.90 31.7 smokes 0
379 Male 53.00 0 0 Urban 211.03 34.2 formerly smoked 0
380 Male 31.00 0 0 Rural 91.65 24.6 formerly smoked 0
381 Female 69.00 0 0 Rural 225.47 36.9 never smoked 0
382 Male 64.00 0 0 Urban 94.48 31.1 never smoked 0
383 Female 64.00 0 0 Urban 82.34 31.9 never smoked 0
384 Female 62.00 0 0 Urban 180.63 31.8 formerly smoked 0
385 Female 2.00 0 0 Rural 92.48 18.0 Unknown 0
386 Male 53.00 0 0 Rural 116.66 28.5 formerly smoked 0
387 Male 65.00 1 0 Urban 112.09 29.5 never smoked 0
388 Female 22.00 0 0 Urban 130.34 22.0 never smoked 0
389 Female 26.00 0 0 Urban 82.59 29.4 never smoked 0
390 Male 53.00 0 0 Rural 123.87 28.8 Unknown 0
391 Male 20.00 0 0 Rural 98.70 26.2 Unknown 0
392 Female 63.00 1 0 Rural 227.10 26.9 Unknown 0
393 Male 13.00 0 0 Rural 55.39 23.2 Unknown 0
394 Male 21.00 0 0 Urban 66.07 27.9 Unknown 0
395 Female 65.00 0 0 Rural 104.21 36.8 never smoked 0
396 Male 65.00 0 0 Urban 145.15 28.9 Unknown 0
397 Male 42.00 0 0 Urban 68.19 31.0 never smoked 0
398 Male 72.00 0 1 Rural 97.53 29.4 smokes 0
399 Male 13.00 0 0 Urban 122.31 15.3 never smoked 0
400 Male 29.00 0 0 Urban 83.51 37.1 never smoked 0
401 Male 59.00 0 0 Urban 86.46 30.5 Unknown 0
402 Female 42.00 0 0 Rural 112.06 38.2 never smoked 0
403 Male 13.00 0 0 Urban 92.14 23.2 never smoked 0
404 Male 75.00 0 1 Rural 201.76 30.2 formerly smoked 0
405 Female 33.00 1 0 Urban 74.44 45.2 smokes 0
406 Female 43.00 0 0 Rural 95.93 21.8 Unknown 0
407 Female 11.00 0 0 Rural 87.51 24.4 Unknown 0
408 Female 7.00 0 0 Rural 72.35 17.0 Unknown 0
409 Female 16.00 0 0 Rural 113.47 19.5 Unknown 0
410 Female 78.00 0 0 Rural 115.43 27.8 never smoked 0
411 Male 25.00 0 0 Rural 95.59 25.1 never smoked 0
412 Male 69.00 0 0 Rural 101.52 26.8 smokes 0
413 Female 43.00 1 0 Rural 217.30 27.5 never smoked 0
414 Female 38.00 1 0 Urban 196.01 28.1 never smoked 0
415 Male 68.00 0 0 Urban 92.21 27.3 Unknown 0
416 Male 26.00 0 0 Rural 100.09 27.4 never smoked 0
417 Female 18.00 0 0 Rural 93.88 22.2 never smoked 0
418 Female 43.00 0 0 Rural 75.05 22.9 smokes 0
419 Female 43.00 0 0 Rural 70.08 26.6 never smoked 0
420 Female 32.00 0 0 Urban 74.20 23.0 smokes 0
421 Female 81.00 0 0 Rural 69.01 32.6 never smoked 0
422 Male 25.00 0 0 Rural 96.17 22.1 Unknown 0
423 Female 66.00 0 0 Urban 87.24 22.5 formerly smoked 0
424 Male 11.00 0 0 Urban 82.58 25.5 Unknown 0
425 Female 53.00 0 0 Rural 96.88 31.4 Unknown 0
426 Female 78.00 0 1 Urban 73.32 26.0 Unknown 0
427 Male 9.00 0 0 Rural 94.59 20.0 Unknown 0
428 Female 48.00 0 0 Rural 132.08 31.6 smokes 0
429 Female 31.00 0 0 Urban 98.99 31.2 never smoked 0
430 Male 20.00 0 0 Rural 104.48 21.7 never smoked 0
431 Male 21.00 0 0 Rural 98.01 24.2 Unknown 0
432 Female 42.00 0 0 Rural 79.14 25.0 formerly smoked 0
433 Male 35.00 0 0 Urban 89.32 36.7 Unknown 0
434 Male 53.00 0 0 Rural 65.24 28.9 Unknown 0
435 Male 60.00 0 0 Rural 80.98 29.7 formerly smoked 0
436 Male 74.00 0 0 Urban 186.17 44.3 Unknown 0
437 Female 55.00 0 0 Rural 111.19 39.7 formerly smoked 0
438 Female 71.00 0 0 Urban 93.28 34.7 never smoked 0
439 Male 5.00 0 0 Rural 122.19 35.0 Unknown 0
440 Female 14.00 0 0 Rural 129.53 21.3 never smoked 0
441 Female 15.00 0 0 Rural 114.53 29.1 Unknown 0
442 Female 66.00 0 0 Urban 93.73 23.9 smokes 0
443 Female 56.00 0 0 Urban 77.49 36.0 formerly smoked 0
444 Female 60.00 0 0 Urban 65.38 41.2 formerly smoked 0
445 Female 57.00 0 0 Urban 94.18 27.1 never smoked 0
446 Male 29.00 0 0 Urban 118.70 33.2 Unknown 0
447 Female 76.00 0 0 Urban 96.29 25.4 smokes 0
448 Male 52.00 1 0 Rural 74.64 30.7 smokes 0
449 Female 42.00 0 0 Urban 96.99 34.8 formerly smoked 0
450 Female 71.00 0 0 Rural 100.61 19.2 Unknown 0
451 Male 64.00 0 0 Rural 97.08 31.7 Unknown 0
452 Female 39.00 0 0 Rural 84.79 35.7 never smoked 0
453 Female 46.00 0 0 Rural 78.75 37.8 formerly smoked 0
454 Female 51.00 0 0 Rural 82.93 29.7 smokes 0
455 Male 31.00 0 0 Urban 88.78 35.8 smokes 0
456 Male 22.00 0 0 Urban 122.10 23.6 smokes 0
457 Male 41.00 0 0 Rural 74.81 39.7 smokes 0
458 Female 28.00 0 0 Urban 183.45 40.5 smokes 0
459 Female 44.00 0 0 Urban 114.94 21.4 never smoked 0
460 Female 68.00 0 0 Rural 104.38 40.8 formerly smoked 0
461 Male 49.00 0 0 Urban 102.91 24.7 Unknown 0
462 Male 10.00 0 0 Rural 108.79 21.0 Unknown 0
463 Female 31.00 0 0 Urban 73.31 45.0 never smoked 0
464 Male 67.00 0 0 Urban 68.52 26.2 never smoked 0
465 Male 70.00 0 0 Urban 102.64 28.3 never smoked 0
466 Female 38.00 0 0 Urban 70.92 41.6 never smoked 0
467 Female 5.00 0 0 Rural 86.11 19.0 Unknown 0
468 Female 54.00 0 0 Urban 129.16 32.4 never smoked 0
469 Female 30.00 0 0 Urban 113.85 34.0 never smoked 0
470 Female 23.00 0 0 Rural 79.35 39.4 formerly smoked 0
471 Female 31.00 0 0 Rural 80.79 28.7 Unknown 0
472 Male 72.00 1 0 Urban 114.01 31.8 formerly smoked 0
473 Male 23.00 0 0 Rural 93.74 31.2 never smoked 0
474 Female 25.00 0 0 Rural 90.65 20.9 Unknown 0
475 Male 51.00 0 0 Urban 98.41 32.1 never smoked 0
476 Female 20.00 0 0 Urban 127.18 31.0 Unknown 0
477 Female 12.00 0 0 Urban 138.06 23.1 Unknown 0
478 Male 57.00 0 0 Urban 89.44 26.7 never smoked 0
479 Male 65.00 0 0 Urban 105.61 27.9 Unknown 0
480 Female 16.00 0 0 Rural 155.43 27.3 never smoked 0
481 Female 30.00 0 0 Urban 80.19 20.4 never smoked 0
482 Male 29.00 0 0 Urban 60.34 29.6 formerly smoked 0
483 Female 54.00 0 0 Urban 79.30 30.6 formerly smoked 0
484 Female 57.00 0 0 Urban 98.44 33.6 Unknown 0
485 Male 18.00 0 0 Rural 70.34 24.2 Unknown 0
486 Male 9.00 0 0 Urban 122.22 17.7 Unknown 0
487 Female 26.00 0 0 Rural 75.29 22.6 smokes 0
488 Male 40.00 0 0 Rural 100.35 28.1 never smoked 0
489 Male 77.00 0 0 Urban 193.83 26.5 never smoked 0
490 Female 15.00 0 0 Urban 126.96 28.7 Unknown 0
491 Female 76.00 0 0 Urban 183.34 39.5 formerly smoked 0
492 Male 52.00 0 0 Urban 247.69 35.1 Unknown 0
493 Female 55.00 0 0 Rural 76.20 27.9 never smoked 0
494 Male 5.00 0 0 Rural 71.43 19.3 Unknown 0
495 Female 55.00 0 0 Rural 93.36 28.4 never smoked 0
496 Male 36.00 0 0 Urban 61.29 26.7 never smoked 0
497 Male 46.00 0 0 Urban 103.62 40.9 Unknown 0
498 Male 5.00 0 0 Rural 100.52 17.2 Unknown 0
499 Female 39.00 0 0 Rural 191.47 28.3 never smoked 0
500 Male 12.00 0 0 Urban 67.06 16.1 Unknown 0
501 Male 67.00 0 1 Urban 144.10 27.6 never smoked 0
502 Female 1.80 0 0 Urban 58.26 16.5 Unknown 0
503 Female 72.00 0 0 Urban 239.82 35.8 never smoked 0
504 Female 0.32 0 0 Rural 73.71 16.2 Unknown 0
505 Female 64.00 1 0 Rural 88.53 24.6 never smoked 0
506 Male 27.00 0 0 Urban 114.79 32.0 Unknown 0
507 Male 25.00 0 0 Rural 113.80 35.3 formerly smoked 0
508 Female 81.00 0 0 Urban 71.91 19.2 Unknown 0
509 Female 32.00 0 0 Urban 65.30 40.4 never smoked 0
510 Male 57.00 0 0 Urban 189.57 30.7 never smoked 0
511 Female 52.00 1 0 Urban 114.25 24.3 formerly smoked 0
512 Male 54.00 0 0 Urban 81.26 26.4 formerly smoked 0
513 Female 36.00 0 0 Urban 87.88 34.7 smokes 0
514 Male 18.00 0 0 Urban 112.17 31.7 Unknown 0
515 Male 45.00 0 0 Rural 99.97 35.6 never smoked 0
516 Male 29.00 0 0 Urban 207.58 22.8 smokes 0
517 Female 51.00 1 0 Urban 109.16 28.0 smokes 0
518 Female 23.00 0 0 Urban 74.46 35.6 formerly smoked 0
519 Female 54.00 0 0 Rural 118.51 40.6 never smoked 0
520 Female 54.00 0 0 Urban 107.47 29.3 formerly smoked 0
521 Male 18.00 0 0 Rural 182.86 21.0 Unknown 0
522 Female 26.00 0 0 Rural 59.17 20.0 Unknown 0
523 Male 72.00 0 0 Rural 215.64 26.7 formerly smoked 0
524 Male 5.00 0 0 Rural 163.70 18.4 Unknown 0
525 Female 65.00 0 1 Rural 196.36 34.5 formerly smoked 0
526 Female 42.00 0 0 Rural 139.77 27.7 Unknown 0
527 Female 47.00 0 0 Urban 141.23 21.1 never smoked 0
528 Female 24.00 0 0 Urban 89.99 24.4 formerly smoked 0
529 Male 57.00 0 0 Urban 108.53 19.4 smokes 0
530 Male 51.00 0 0 Urban 63.61 42.3 Unknown 0
531 Male 48.00 0 0 Urban 85.54 32.2 smokes 0
532 Female 56.00 0 0 Urban 100.83 26.8 never smoked 0
533 Female 30.00 0 0 Urban 59.82 25.4 never smoked 0
534 Female 63.00 1 0 Urban 105.95 23.5 smokes 0
535 Female 53.00 0 0 Urban 71.15 26.1 formerly smoked 0
536 Female 1.08 0 0 Rural 60.53 17.5 Unknown 0
537 Male 15.00 0 0 Rural 205.50 24.2 never smoked 0
538 Female 59.00 1 0 Urban 204.86 30.8 never smoked 0
539 Female 24.00 0 0 Rural 115.03 23.4 never smoked 0
540 Male 53.00 0 0 Rural 79.87 30.9 never smoked 0
541 Female 39.00 0 0 Rural 97.89 23.6 never smoked 0
542 Male 31.00 0 0 Rural 114.32 27.7 smokes 0
543 Male 5.00 0 0 Urban 92.23 16.7 Unknown 0
544 Male 44.00 0 0 Urban 83.51 31.2 never smoked 0
545 Female 1.80 0 0 Urban 102.34 17.0 Unknown 0
546 Male 40.00 0 0 Rural 144.48 29.8 smokes 0
547 Male 7.00 0 0 Rural 88.39 19.7 Unknown 0
548 Female 56.00 0 0 Rural 228.08 29.1 Unknown 0
549 Male 42.00 0 0 Urban 93.79 27.2 never smoked 0
550 Male 48.00 0 0 Rural 147.14 22.3 Unknown 0
551 Male 82.00 0 0 Rural 106.43 27.0 smokes 0
552 Female 52.00 0 0 Rural 88.04 42.1 never smoked 0
553 Female 42.00 0 0 Urban 92.20 34.2 Unknown 0
554 Female 73.00 0 0 Urban 219.53 40.9 never smoked 0
555 Female 55.00 0 0 Rural 75.56 29.4 smokes 0
556 Male 50.00 0 0 Urban 158.31 32.8 formerly smoked 0
557 Male 43.00 0 0 Urban 111.43 21.9 smokes 0
558 Male 33.00 0 0 Rural 219.97 39.6 never smoked 0
559 Female 80.00 0 0 Rural 148.91 28.3 never smoked 0
560 Female 33.00 0 0 Urban 69.40 47.8 never smoked 0
561 Female 74.00 0 0 Rural 68.34 39.3 Unknown 0
562 Male 65.00 0 1 Urban 58.37 28.0 smokes 0
563 Female 40.00 0 0 Urban 71.20 27.1 never smoked 0
564 Male 52.00 0 1 Rural 101.50 31.2 smokes 0
565 Female 66.00 0 0 Urban 92.04 23.1 never smoked 0
566 Female 20.00 0 0 Rural 73.00 20.8 never smoked 0
567 Female 51.00 0 0 Urban 111.15 34.1 smokes 0
568 Female 60.00 0 0 Rural 58.65 30.1 never smoked 0
569 Male 59.00 0 0 Urban 100.54 35.8 never smoked 0
570 Male 58.00 0 0 Rural 111.73 34.6 never smoked 0
571 Female 42.00 0 0 Urban 97.78 29.8 Unknown 0
572 Male 28.00 0 0 Rural 85.79 26.7 Unknown 0
573 Male 57.00 0 0 Rural 98.54 30.2 never smoked 0
574 Female 66.00 0 1 Urban 94.62 29.7 formerly smoked 0
575 Male 48.00 0 0 Urban 99.67 23.3 formerly smoked 0
576 Male 37.00 0 0 Urban 67.39 35.6 Unknown 0
577 Female 27.00 0 0 Urban 95.12 27.0 never smoked 0
578 Male 15.00 0 0 Rural 85.06 21.6 never smoked 0
579 Male 61.00 0 0 Rural 214.05 29.4 formerly smoked 0
580 Female 80.00 0 1 Urban 79.09 22.8 never smoked 0
581 Female 43.00 0 0 Urban 98.09 17.3 never smoked 0
582 Male 53.00 0 0 Urban 76.36 29.8 Unknown 0
583 Female 70.00 0 0 Urban 98.42 36.4 formerly smoked 0
584 Female 58.00 0 0 Urban 82.01 34.7 formerly smoked 0
585 Female 49.00 0 0 Rural 56.11 28.7 smokes 0
586 Male 65.00 0 0 Rural 111.85 26.7 never smoked 0
587 Female 54.00 0 0 Urban 92.39 22.1 never smoked 0
588 Male 74.00 1 0 Urban 112.54 27.7 formerly smoked 0
589 Female 56.00 0 0 Urban 63.71 40.5 formerly smoked 0
590 Female 79.00 0 0 Urban 70.35 23.0 formerly smoked 0
591 Male 71.00 1 0 Urban 94.65 25.3 formerly smoked 0
592 Female 28.00 0 0 Rural 64.64 22.1 never smoked 0
593 Female 9.00 0 0 Rural 57.27 28.0 Unknown 0
594 Female 36.00 0 0 Rural 77.12 28.4 never smoked 0
595 Male 78.00 0 0 Urban 55.32 29.6 smokes 0
596 Male 52.00 0 0 Rural 69.37 36.2 Unknown 0
597 Female 80.00 0 0 Urban 57.57 22.8 never smoked 0
598 Female 38.00 0 0 Rural 98.73 24.3 never smoked 0
599 Male 56.00 0 0 Rural 81.18 26.9 never smoked 0
600 Female 75.00 0 0 Rural 56.23 25.3 never smoked 0
601 Male 76.00 1 0 Rural 69.61 35.3 never smoked 0
602 Male 10.00 0 0 Rural 59.49 18.3 Unknown 0
603 Male 40.00 0 0 Rural 100.26 26.0 Unknown 0
604 Male 82.00 0 0 Rural 56.75 21.0 never smoked 0
605 Female 58.00 0 0 Rural 77.46 27.6 never smoked 0
606 Male 12.00 0 0 Urban 76.26 20.5 never smoked 0
607 Female 53.00 0 0 Rural 86.39 30.2 never smoked 0
608 Female 26.00 0 0 Urban 116.38 21.9 formerly smoked 0
609 Female 48.00 0 0 Rural 75.74 28.8 smokes 0
610 Male 25.00 0 0 Rural 92.14 36.2 Unknown 0
611 Female 27.00 0 0 Rural 149.95 25.9 never smoked 0
612 Female 16.00 0 0 Rural 74.98 21.4 never smoked 0
613 Male 20.00 0 0 Urban 55.25 20.4 never smoked 0
614 Female 2.00 0 0 Rural 79.89 31.6 Unknown 0
615 Female 1.80 0 0 Urban 130.61 14.4 Unknown 0
616 Male 28.00 0 0 Urban 94.26 23.7 Unknown 0
617 Male 32.00 0 0 Urban 94.34 30.2 formerly smoked 0
618 Female 35.00 0 0 Urban 109.03 19.5 formerly smoked 0
619 Female 52.00 1 0 Rural 81.03 32.6 never smoked 0
620 Female 55.00 1 0 Rural 99.82 34.2 never smoked 0
621 Female 42.00 0 0 Urban 140.08 43.0 never smoked 0
622 Female 52.00 0 0 Urban 59.54 42.2 Unknown 0
623 Female 18.00 0 0 Urban 80.33 19.7 never smoked 0
624 Female 13.00 0 0 Urban 131.51 41.7 never smoked 0
625 Female 45.00 0 0 Rural 89.21 21.6 formerly smoked 0
626 Female 29.00 0 0 Rural 91.45 24.2 never smoked 0
627 Female 12.00 0 0 Rural 90.58 19.2 Unknown 0
628 Female 37.00 0 0 Urban 91.45 25.8 Unknown 0
629 Female 30.00 0 0 Rural 89.63 23.2 smokes 0
630 Female 44.00 0 0 Urban 124.06 20.8 never smoked 0
631 Female 79.00 1 0 Rural 99.47 28.4 never smoked 0
632 Male 38.00 0 0 Urban 88.97 30.2 never smoked 0
633 Female 45.00 0 0 Rural 80.93 23.1 never smoked 0
634 Female 66.00 0 0 Urban 102.07 16.7 smokes 0
635 Female 19.00 0 0 Rural 91.69 39.5 Unknown 0
636 Female 49.00 0 0 Urban 63.71 33.8 smokes 0
637 Female 66.00 0 0 Rural 200.49 34.6 smokes 0
638 Male 47.00 0 0 Rural 75.30 25.0 formerly smoked 0
639 Female 59.00 0 0 Urban 240.71 43.9 formerly smoked 0
640 Female 23.00 0 0 Urban 60.50 27.1 formerly smoked 0
641 Female 79.00 0 0 Rural 131.85 25.9 Unknown 0
642 Female 37.00 0 0 Rural 134.39 22.7 formerly smoked 0
643 Male 78.00 0 0 Urban 56.18 27.1 never smoked 0
644 Female 70.00 1 0 Rural 113.64 25.6 formerly smoked 0
645 Female 34.00 0 0 Rural 156.57 28.4 Unknown 0
646 Male 29.00 0 0 Urban 59.26 35.8 smokes 0
647 Female 13.00 0 0 Rural 63.26 19.5 Unknown 0
648 Female 22.00 0 0 Urban 86.24 31.2 never smoked 0
649 Male 56.00 0 0 Urban 197.10 43.6 formerly smoked 0
650 Female 81.00 0 0 Urban 90.90 31.2 formerly smoked 0
651 Female 28.00 0 0 Rural 84.59 23.5 Unknown 0
652 Male 9.00 0 0 Rural 121.80 18.7 Unknown 0
653 Male 50.00 0 0 Rural 77.65 24.4 smokes 0
654 Male 70.00 0 0 Urban 64.41 29.4 smokes 0
655 Female 30.00 0 0 Urban 75.19 37.0 smokes 0
656 Female 51.00 0 0 Rural 67.97 29.4 smokes 0
657 Male 24.00 0 0 Urban 119.34 38.5 never smoked 0
658 Male 17.00 0 0 Rural 94.92 23.5 never smoked 0
659 Male 9.00 0 0 Rural 85.02 16.3 Unknown 0
660 Male 50.00 0 0 Urban 103.51 35.9 never smoked 0
661 Female 49.00 0 0 Urban 114.50 35.9 formerly smoked 0
662 Male 6.00 0 0 Urban 70.78 20.3 Unknown 0
663 Male 30.00 0 0 Rural 95.01 32.3 smokes 0
664 Male 73.00 0 0 Urban 84.11 27.9 never smoked 0
665 Female 20.00 0 0 Urban 74.02 22.3 never smoked 0
666 Male 42.00 0 0 Urban 78.49 31.8 smokes 0
667 Female 79.00 0 0 Urban 74.22 29.7 Unknown 0
668 Female 55.00 0 0 Urban 55.34 27.1 smokes 0
669 Female 27.00 0 0 Rural 75.04 24.5 never smoked 0
670 Male 71.00 0 0 Rural 109.73 28.9 never smoked 0
671 Male 23.00 0 0 Rural 96.78 24.6 smokes 0
672 Female 71.00 1 0 Urban 194.62 31.6 never smoked 0
673 Female 56.00 0 1 Rural 70.02 32.3 never smoked 0
674 Male 31.00 0 0 Urban 222.21 41.1 smokes 0
675 Female 64.00 0 0 Rural 62.41 30.0 never smoked 0
676 Male 46.00 0 0 Urban 55.83 26.4 never smoked 0
677 Male 55.00 0 0 Rural 65.12 30.0 never smoked 0
678 Male 2.00 0 0 Rural 73.62 20.8 Unknown 0
679 Female 58.00 1 0 Urban 85.83 44.0 formerly smoked 0
680 Female 78.00 0 0 Urban 103.86 30.6 Unknown 0
681 Female 1.16 0 0 Urban 60.98 17.2 Unknown 0
682 Female 35.00 0 0 Rural 82.69 29.1 Unknown 0
683 Female 64.00 0 0 Rural 250.20 27.4 Unknown 0
684 Female 18.00 0 0 Rural 128.97 23.5 Unknown 0
685 Male 19.00 0 0 Rural 84.31 31.8 never smoked 0
686 Male 47.00 0 0 Rural 74.80 23.5 never smoked 0
687 Female 54.00 1 0 Urban 97.06 28.5 formerly smoked 0
688 Female 39.00 0 0 Urban 77.54 32.7 Unknown 0
689 Female 17.00 0 0 Rural 173.43 25.6 smokes 0
690 Female 20.00 0 0 Urban 79.08 41.2 never smoked 0
691 Female 31.00 0 0 Urban 106.18 27.0 smokes 0
692 Female 56.00 0 0 Rural 114.21 21.3 never smoked 0
693 Female 31.00 0 0 Rural 91.08 34.3 never smoked 0
694 Male 82.00 0 0 Urban 105.77 29.5 Unknown 0
695 Male 33.00 0 0 Rural 74.88 31.6 smokes 0
696 Male 42.00 0 0 Rural 123.15 26.1 smokes 0
697 Male 20.00 0 0 Rural 184.25 27.5 never smoked 0
698 Male 22.00 0 0 Rural 117.69 26.5 never smoked 0
699 Male 61.00 0 0 Rural 55.26 33.2 Unknown 0
700 Female 31.00 0 0 Urban 106.51 40.2 never smoked 0
701 Female 31.00 0 0 Rural 55.27 32.5 formerly smoked 0
702 Male 17.00 0 0 Urban 98.42 23.4 Unknown 0
703 Female 30.00 0 0 Rural 99.20 32.5 never smoked 0
704 Male 69.00 0 0 Urban 98.92 23.9 formerly smoked 0
705 Female 63.00 0 0 Rural 92.70 29.5 never smoked 0
706 Male 19.00 0 0 Rural 106.70 24.0 never smoked 0
707 Male 7.00 0 0 Urban 152.81 17.7 Unknown 0
708 Female 51.00 0 0 Urban 82.59 26.2 formerly smoked 0
709 Female 38.00 1 0 Urban 91.00 33.3 never smoked 0
710 Male 2.00 0 0 Urban 93.88 17.4 Unknown 0
711 Female 58.00 0 0 Urban 76.99 29.0 never smoked 0
712 Female 69.00 0 1 Rural 254.60 21.7 Unknown 0
713 Female 64.00 1 0 Rural 93.99 37.8 formerly smoked 0
714 Female 31.00 0 0 Urban 109.68 41.8 never smoked 0
715 Female 59.00 1 0 Rural 92.04 24.2 never smoked 0
716 Female 54.00 0 0 Rural 111.41 31.1 never smoked 0
717 Female 24.00 0 0 Rural 97.92 23.1 never smoked 0
718 Male 19.00 0 0 Urban 65.61 25.1 Unknown 0
719 Male 17.00 0 0 Urban 62.37 41.3 never smoked 0
720 Female 29.00 0 0 Urban 101.28 22.7 never smoked 0
721 Female 42.00 0 0 Rural 88.31 24.0 smokes 0
722 Female 31.00 0 0 Rural 103.55 20.5 formerly smoked 0
723 Female 29.00 0 0 Urban 60.26 20.4 never smoked 0
724 Female 23.00 0 0 Urban 79.39 27.6 never smoked 0
725 Female 25.00 0 0 Urban 122.01 27.0 smokes 0
726 Female 14.00 0 0 Rural 78.09 26.4 Unknown 0
727 Female 66.00 0 0 Urban 89.70 34.9 smokes 0
728 Female 77.00 0 0 Rural 95.10 35.0 never smoked 0
729 Male 79.00 0 0 Rural 112.64 28.5 formerly smoked 0
730 Female 52.00 0 0 Rural 79.80 32.3 formerly smoked 0
731 Female 41.00 0 0 Urban 82.20 23.9 Unknown 0
732 Male 39.00 0 0 Rural 114.32 26.4 never smoked 0
733 Female 51.00 0 0 Rural 116.14 20.9 never smoked 0
734 Female 40.00 0 0 Urban 122.74 23.3 Unknown 0
735 Female 48.00 0 0 Urban 94.04 32.7 never smoked 0
736 Male 55.00 0 0 Rural 86.60 26.5 never smoked 0
737 Male 41.00 0 0 Rural 82.32 27.9 Unknown 0
738 Female 39.00 0 0 Rural 83.83 30.3 never smoked 0
739 Male 41.00 0 0 Urban 106.98 27.6 never smoked 0
740 Female 5.00 0 0 Urban 93.88 14.6 Unknown 0
741 Male 38.00 0 0 Urban 70.53 40.9 smokes 0
742 Male 40.00 1 0 Rural 212.01 28.4 never smoked 0
743 Male 12.00 0 0 Rural 65.88 23.7 Unknown 0
744 Male 20.00 0 0 Rural 106.97 27.9 formerly smoked 0
745 Male 53.00 0 0 Urban 126.35 25.2 never smoked 0
746 Female 21.00 0 0 Urban 129.16 34.4 Unknown 0
747 Female 70.00 1 0 Rural 88.66 36.7 formerly smoked 0
748 Male 61.00 0 0 Rural 112.95 22.2 formerly smoked 0
749 Male 70.00 0 0 Urban 81.59 27.2 never smoked 0
750 Female 38.00 0 0 Rural 76.82 27.3 never smoked 0
751 Male 59.00 0 0 Rural 73.75 27.3 smokes 0
752 Female 36.00 1 0 Urban 91.56 42.2 never smoked 0
753 Female 31.00 0 0 Rural 104.55 26.4 never smoked 0
754 Female 65.00 0 0 Urban 84.84 39.4 Unknown 0
755 Male 61.00 1 1 Rural 86.06 34.8 never smoked 0
756 Male 2.00 0 0 Rural 109.10 20.0 Unknown 0
757 Male 52.00 0 0 Rural 68.35 34.1 never smoked 0
758 Female 33.00 0 0 Urban 121.04 31.4 Unknown 0
759 Male 5.00 0 0 Rural 160.83 17.8 Unknown 0
760 Female 32.00 0 0 Rural 85.62 46.1 smokes 0
761 Female 54.00 0 0 Urban 74.23 28.1 formerly smoked 0
762 Female 51.00 0 0 Urban 110.76 24.7 formerly smoked 0
763 Female 39.00 0 0 Urban 79.44 22.7 never smoked 0
764 Female 40.00 0 0 Rural 119.52 34.6 never smoked 0
765 Female 19.00 0 0 Rural 90.42 21.4 never smoked 0
766 Female 9.00 0 0 Urban 109.32 27.4 Unknown 0
767 Male 53.00 1 0 Rural 78.16 36.6 never smoked 0
768 Female 23.00 0 0 Rural 79.13 32.9 formerly smoked 0
769 Female 19.00 0 0 Urban 84.06 24.7 never smoked 0
770 Male 1.00 0 0 Rural 89.30 21.4 Unknown 0
771 Female 48.00 0 0 Urban 69.21 33.1 never smoked 0
772 Male 71.00 0 0 Rural 186.45 26.7 never smoked 0
773 Male 44.00 0 0 Urban 58.47 24.4 never smoked 0
774 Female 53.00 0 0 Rural 189.49 25.8 Unknown 0
775 Female 70.00 1 0 Urban 99.60 34.3 formerly smoked 0
776 Female 1.40 0 0 Rural 126.18 18.1 Unknown 0
777 Male 49.00 0 0 Urban 186.32 43.8 smokes 0
778 Female 17.00 0 0 Rural 62.49 26.9 never smoked 0
779 Female 40.00 0 0 Rural 74.51 36.6 never smoked 0
780 Female 46.00 0 0 Urban 94.63 24.9 never smoked 0
781 Female 32.00 0 0 Rural 91.98 27.6 smokes 0
782 Male 2.00 0 0 Rural 56.77 20.9 Unknown 0
783 Female 40.00 0 0 Urban 75.87 30.3 never smoked 0
784 Female 19.00 0 0 Rural 77.19 37.4 smokes 0
785 Male 43.00 0 0 Urban 135.75 35.9 smokes 0
786 Male 71.00 0 0 Urban 95.08 31.5 never smoked 0
787 Female 31.00 0 0 Urban 125.38 24.4 smokes 0
788 Male 41.00 0 0 Urban 111.71 38.9 formerly smoked 0
789 Male 65.00 0 0 Rural 94.64 28.6 never smoked 0
790 Female 20.00 0 0 Urban 112.96 27.5 never smoked 0
791 Female 51.00 0 0 Urban 105.36 43.7 Unknown 0
792 Female 37.00 0 0 Urban 84.13 27.0 never smoked 0
793 Male 49.00 0 0 Rural 102.47 29.3 formerly smoked 0
794 Female 62.00 1 0 Rural 77.04 34.7 never smoked 0
795 Female 28.00 0 0 Rural 87.01 39.9 never smoked 0
796 Male 80.00 0 0 Rural 56.99 26.7 never smoked 0
797 Male 45.00 0 0 Rural 73.01 24.8 formerly smoked 0
798 Female 37.00 0 0 Urban 106.35 29.7 never smoked 0
799 Female 3.00 0 0 Rural 80.63 15.9 Unknown 0
800 Male 26.00 0 0 Urban 103.61 31.4 never smoked 0
801 Male 58.00 0 0 Urban 194.04 27.8 never smoked 0
802 Female 59.00 0 0 Rural 111.99 35.5 formerly smoked 0
803 Male 74.00 1 0 Rural 57.51 31.7 smokes 0
804 Male 17.00 0 0 Rural 68.49 33.2 never smoked 0
805 Female 62.00 0 0 Urban 60.20 27.7 formerly smoked 0
806 Male 37.00 0 0 Urban 160.00 31.9 formerly smoked 0
807 Female 59.00 0 0 Rural 237.15 27.7 never smoked 0
808 Female 59.00 1 0 Rural 99.06 23.4 never smoked 0
809 Male 62.00 0 1 Urban 56.31 24.3 formerly smoked 0
810 Male 80.00 1 1 Urban 84.31 30.3 smokes 0
811 Female 54.00 0 0 Rural 90.92 29.1 never smoked 0
812 Female 27.00 0 0 Rural 104.33 20.1 never smoked 0
813 Female 4.00 0 0 Urban 62.61 21.2 Unknown 0
814 Male 81.00 1 0 Urban 231.19 31.6 formerly smoked 0
815 Female 41.00 0 0 Rural 94.30 41.6 Unknown 0
816 Male 27.00 0 0 Rural 104.48 36.4 smokes 0
817 Female 51.00 1 0 Urban 72.62 30.5 never smoked 0
818 Female 59.00 0 0 Urban 81.64 32.8 Unknown 0
819 Female 51.00 0 0 Rural 90.78 32.3 never smoked 0
820 Male 71.00 0 1 Urban 70.71 30.1 never smoked 0
821 Male 48.00 0 0 Urban 72.36 34.7 smokes 0
822 Female 49.00 0 0 Urban 59.76 29.7 Unknown 0
823 Female 25.00 0 0 Rural 63.64 31.3 formerly smoked 0
824 Female 31.00 0 0 Rural 76.26 35.6 never smoked 0
825 Female 68.00 0 0 Rural 82.06 35.2 formerly smoked 0
826 Male 39.00 0 0 Urban 110.91 27.6 never smoked 0
827 Female 32.00 0 0 Rural 77.16 35.2 smokes 0
828 Female 39.00 0 0 Rural 69.58 28.1 Unknown 0
829 Female 63.00 0 0 Urban 96.26 31.8 Unknown 0
830 Female 69.00 0 0 Rural 87.27 23.3 smokes 0
831 Female 29.00 0 0 Urban 65.36 28.8 formerly smoked 0
832 Female 1.72 0 0 Rural 109.51 19.5 Unknown 0
833 Female 58.00 0 0 Urban 89.03 30.0 smokes 0
834 Female 32.00 0 0 Urban 91.34 25.5 formerly smoked 0
835 Male 63.00 0 0 Rural 57.82 28.8 formerly smoked 0
836 Male 57.00 0 0 Urban 81.15 40.2 formerly smoked 0
837 Female 77.00 0 0 Rural 115.29 32.9 Unknown 0
838 Male 8.00 0 0 Urban 111.02 22.4 Unknown 0
839 Female 21.00 0 0 Urban 111.61 36.9 smokes 0
840 Female 16.00 0 0 Rural 109.02 19.8 Unknown 0
841 Male 71.00 0 1 Rural 207.32 32.4 smokes 0
842 Female 74.00 0 0 Urban 87.11 24.8 never smoked 0
843 Female 7.00 0 0 Urban 61.68 16.4 Unknown 0
844 Male 19.00 0 0 Rural 119.04 35.9 Unknown 0
845 Male 64.00 0 0 Urban 86.05 23.0 Unknown 0
846 Male 75.00 0 1 Urban 207.64 30.5 formerly smoked 0
847 Male 80.00 0 0 Rural 236.84 26.8 never smoked 0
848 Male 40.00 0 0 Urban 78.11 35.3 never smoked 0
849 Female 24.00 0 0 Rural 100.97 27.9 never smoked 0
850 Female 74.00 0 0 Urban 99.21 22.1 never smoked 0
851 Female 52.00 0 0 Urban 113.21 38.3 never smoked 0
852 Male 54.00 0 0 Urban 92.95 41.0 never smoked 0
853 Male 19.00 0 0 Rural 142.57 22.8 Unknown 0
854 Female 23.00 0 0 Rural 92.87 30.1 never smoked 0
855 Female 51.00 0 0 Urban 123.00 31.7 never smoked 0
856 Male 60.00 0 0 Urban 100.54 30.1 never smoked 0
857 Male 79.00 0 1 Urban 106.68 30.8 never smoked 0
858 Female 75.00 0 0 Urban 86.40 42.6 never smoked 0
859 Female 69.00 1 0 Urban 61.81 37.1 Unknown 0
860 Female 57.00 0 0 Rural 128.28 34.2 never smoked 0
861 Female 47.00 0 0 Rural 204.63 43.4 never smoked 0
862 Female 33.00 0 0 Urban 89.98 18.7 smokes 0
863 Female 51.00 0 0 Urban 232.89 34.0 smokes 0
864 Female 47.00 0 0 Rural 98.58 23.2 never smoked 0
865 Male 15.00 0 0 Urban 57.94 41.7 Unknown 0
866 Male 1.00 0 0 Rural 123.21 15.1 Unknown 0
867 Female 20.00 0 0 Urban 76.34 20.6 smokes 0
868 Male 6.00 0 0 Rural 92.98 18.9 Unknown 0
869 Male 50.00 0 0 Rural 92.81 26.6 never smoked 0
870 Male 31.00 0 0 Urban 85.16 30.1 smokes 0
871 Female 15.00 0 0 Urban 90.10 32.1 never smoked 0
872 Female 3.00 0 0 Urban 65.15 15.1 Unknown 0
873 Male 30.00 0 0 Urban 104.62 33.5 smokes 0
874 Male 24.00 0 0 Urban 59.28 43.2 never smoked 0
875 Female 5.00 0 0 Urban 93.07 19.1 Unknown 0
876 Male 33.00 0 0 Rural 77.42 26.1 Unknown 0
877 Female 30.00 0 0 Rural 73.69 17.3 never smoked 0
878 Male 66.00 1 0 Rural 74.90 32.1 never smoked 0
879 Female 27.00 0 0 Urban 58.39 30.4 never smoked 0
880 Male 21.00 0 0 Rural 102.05 29.9 never smoked 0
881 Female 55.00 0 0 Rural 112.47 32.8 smokes 0
882 Female 19.00 0 0 Rural 72.84 22.7 never smoked 0
883 Male 75.00 1 1 Urban 195.03 28.7 formerly smoked 0
884 Female 71.00 0 1 Urban 170.95 35.2 never smoked 0
885 Female 16.00 0 0 Urban 87.98 22.4 never smoked 0
886 Female 49.00 0 0 Rural 65.81 32.3 Unknown 0
887 Female 10.00 0 0 Urban 124.60 18.6 Unknown 0
888 Female 37.00 0 0 Rural 83.65 42.1 smokes 0
889 Male 59.00 0 0 Rural 88.81 38.0 formerly smoked 0
890 Female 7.00 0 0 Urban 86.75 22.3 Unknown 0
891 Female 61.00 0 0 Rural 123.36 33.4 never smoked 0
892 Male 34.00 0 0 Rural 89.68 23.2 smokes 0
893 Female 9.00 0 0 Rural 69.87 18.0 Unknown 0
894 Female 46.00 0 0 Rural 109.22 20.1 never smoked 0
895 Male 0.88 0 0 Rural 157.57 19.2 Unknown 0
896 Male 50.00 0 0 Urban 110.73 28.7 smokes 0
897 Male 19.00 0 0 Urban 99.14 28.1 never smoked 0
898 Female 21.00 0 0 Urban 59.15 22.6 never smoked 0
899 Female 2.00 0 0 Rural 165.11 18.0 Unknown 0
900 Female 37.00 0 0 Rural 77.44 21.4 formerly smoked 0
901 Male 20.00 0 0 Rural 100.33 27.8 Unknown 0
902 Male 50.00 0 0 Urban 57.93 27.6 Unknown 0
903 Male 61.00 1 1 Rural 148.24 32.2 formerly smoked 0
904 Male 48.00 0 0 Urban 91.96 24.9 Unknown 0
905 Male 82.00 0 1 Rural 72.93 27.1 formerly smoked 0
906 Male 64.00 0 0 Rural 84.27 24.6 Unknown 0
907 Female 50.00 0 0 Rural 124.45 24.6 never smoked 0
908 Male 1.40 0 0 Urban 90.51 18.9 Unknown 0
909 Male 0.24 0 0 Rural 118.87 16.3 Unknown 0
910 Male 55.00 0 0 Rural 56.42 31.8 never smoked 0
911 Female 29.00 0 0 Urban 73.67 21.0 Unknown 0
912 Male 4.00 0 0 Rural 89.11 20.1 Unknown 0
913 Male 70.00 1 0 Rural 74.04 29.1 never smoked 0
914 Male 35.00 0 0 Urban 145.23 32.3 never smoked 0
915 Female 80.00 0 1 Rural 100.80 29.4 never smoked 0
916 Male 39.00 0 0 Rural 72.49 44.9 formerly smoked 0
917 Female 26.00 0 0 Urban 82.61 28.5 smokes 0
918 Female 6.00 0 0 Rural 72.07 19.5 Unknown 0
919 Female 41.00 0 0 Rural 79.85 45.0 Unknown 0
920 Female 42.00 0 0 Rural 84.86 22.8 Unknown 0
921 Male 9.00 0 0 Urban 131.89 25.5 Unknown 0
922 Male 55.00 0 0 Urban 89.17 31.5 never smoked 0
923 Male 71.00 0 0 Rural 227.91 31.6 formerly smoked 0
924 Female 14.00 0 0 Urban 131.77 31.0 Unknown 0
925 Female 77.00 1 0 Urban 102.01 29.5 Unknown 0
926 Female 50.00 0 0 Urban 128.63 23.1 Unknown 0
927 Male 49.00 0 0 Urban 144.10 30.7 smokes 0
928 Female 51.00 0 0 Urban 143.15 44.7 formerly smoked 0
929 Male 79.00 0 0 Rural 116.67 33.5 never smoked 0
930 Female 63.00 0 0 Rural 85.60 25.9 Unknown 0
931 Female 66.00 0 0 Urban 142.12 28.3 never smoked 0
932 Female 20.00 0 0 Urban 100.81 26.8 Unknown 0
933 Female 37.00 0 0 Urban 69.17 27.8 never smoked 0
934 Male 22.00 0 0 Rural 58.38 36.0 never smoked 0
935 Female 60.00 0 0 Urban 86.34 22.1 never smoked 0
936 Male 39.00 0 0 Urban 95.44 38.4 never smoked 0
937 Female 53.00 0 0 Urban 94.78 30.1 Unknown 0
938 Female 55.00 0 0 Rural 109.59 26.2 formerly smoked 0
939 Female 63.00 0 0 Rural 79.26 26.6 smokes 0
940 Female 57.00 0 0 Urban 78.46 32.6 never smoked 0
941 Male 82.00 0 0 Rural 85.29 27.0 never smoked 0
942 Male 56.00 0 0 Rural 156.18 25.3 smokes 0
943 Male 41.00 1 0 Urban 69.52 31.9 never smoked 0
944 Female 8.00 0 0 Urban 65.32 18.4 Unknown 0
945 Male 34.00 0 0 Urban 108.47 30.4 smokes 0
946 Male 75.00 0 0 Urban 105.63 28.2 smokes 0
947 Male 57.00 0 0 Urban 77.93 35.7 formerly smoked 0
948 Female 72.00 0 0 Urban 95.20 35.0 never smoked 0
949 Male 21.00 0 0 Rural 78.52 27.2 never smoked 0
950 Female 51.00 0 0 Urban 114.89 23.0 never smoked 0
951 Female 15.00 0 0 Rural 95.43 25.0 Unknown 0
952 Female 24.00 0 0 Rural 84.08 24.5 Unknown 0
953 Female 30.00 0 0 Rural 110.55 30.9 smokes 0
954 Female 82.00 0 0 Urban 82.21 26.0 never smoked 0
955 Female 62.00 0 0 Urban 82.38 27.2 formerly smoked 0
956 Female 79.00 0 0 Urban 93.89 30.4 never smoked 0
957 Female 19.00 0 0 Rural 75.08 21.7 Unknown 0
958 Male 45.00 0 0 Urban 76.72 29.1 Unknown 0
959 Female 5.00 0 0 Rural 84.93 17.6 Unknown 0
960 Male 57.00 0 1 Urban 76.50 29.2 formerly smoked 0
961 Female 31.00 0 0 Urban 65.47 28.1 never smoked 0
962 Male 61.00 0 0 Urban 99.16 26.6 smokes 0
963 Male 27.00 0 0 Rural 63.53 26.9 never smoked 0
964 Female 61.00 0 0 Rural 78.65 36.2 formerly smoked 0
965 Female 53.00 0 0 Urban 63.78 25.9 never smoked 0
966 Female 76.00 0 0 Urban 77.52 40.9 formerly smoked 0
967 Male 57.00 0 0 Rural 111.64 31.5 never smoked 0
968 Male 9.00 0 0 Urban 97.84 23.3 Unknown 0
969 Female 34.00 0 0 Urban 113.01 37.6 never smoked 0
970 Male 51.00 1 0 Urban 56.48 39.8 never smoked 0
971 Male 61.00 0 0 Rural 204.50 35.1 formerly smoked 0
972 Female 19.00 0 0 Rural 96.02 21.9 never smoked 0
973 Female 80.00 1 1 Rural 115.52 34.4 Unknown 0
974 Female 13.00 0 0 Rural 60.69 24.0 smokes 0
975 Male 55.00 0 0 Urban 93.67 29.3 Unknown 0
976 Male 67.00 0 0 Urban 67.79 26.0 formerly smoked 0
977 Female 30.00 0 0 Rural 56.07 31.3 never smoked 0
978 Male 67.00 1 1 Rural 254.63 31.0 never smoked 0
979 Female 82.00 0 0 Rural 96.63 26.5 Unknown 0
980 Male 5.00 0 0 Rural 84.30 16.0 Unknown 0
981 Female 81.00 0 0 Rural 246.34 21.1 never smoked 0
982 Female 48.00 0 0 Rural 195.16 42.2 Unknown 0
983 Female 66.00 0 0 Rural 93.34 27.7 never smoked 0
984 Female 38.00 0 0 Urban 162.30 23.6 never smoked 0
985 Male 8.00 0 0 Urban 106.40 18.3 Unknown 0
986 Male 47.00 1 0 Urban 110.25 44.3 never smoked 0
987 Male 27.00 0 0 Rural 69.70 27.3 never smoked 0
988 Male 27.00 0 0 Urban 112.98 44.7 never smoked 0
989 Female 36.00 0 0 Rural 82.47 33.1 smokes 0
990 Female 50.00 0 0 Urban 75.88 30.0 never smoked 0
991 Female 32.00 0 0 Urban 84.63 40.1 Unknown 0
992 Female 58.00 0 0 Rural 109.56 23.1 never smoked 0
993 Female 73.00 0 0 Rural 89.45 30.3 formerly smoked 0
994 Female 62.00 0 0 Rural 91.65 30.5 never smoked 0
995 Female 50.00 0 0 Urban 121.14 22.8 never smoked 0
996 Female 51.00 0 0 Rural 87.77 42.0 Unknown 0
997 Female 19.00 0 0 Rural 106.56 29.9 never smoked 0
998 Female 30.00 0 0 Rural 93.88 24.0 formerly smoked 0
999 Female 45.00 0 0 Rural 153.76 36.7 Unknown 0
1000 Male 30.00 0 0 Urban 88.65 22.2 never smoked 0
1001 Female 28.00 0 0 Urban 111.22 25.5 Unknown 0
1002 Male 70.00 0 0 Urban 223.68 34.3 formerly smoked 0
1003 Female 0.32 0 0 Rural 55.86 16.0 Unknown 0
1004 Female 23.00 0 0 Rural 63.73 25.6 smokes 0
1005 Male 18.00 0 0 Rural 103.94 23.3 never smoked 0
1006 Male 41.00 0 0 Rural 92.49 41.6 Unknown 0
1007 Male 52.00 0 0 Urban 229.20 35.6 formerly smoked 0
1008 Female 77.00 0 0 Rural 75.06 22.0 Unknown 0
1009 Male 34.00 0 0 Urban 85.57 26.8 Unknown 0
1010 Female 67.00 0 0 Urban 68.61 31.9 never smoked 0
1011 Male 1.64 0 0 Urban 56.30 19.7 Unknown 0
1012 Female 59.00 0 0 Urban 65.98 31.1 Unknown 0
1013 Male 62.00 0 0 Rural 204.57 34.4 Unknown 0
1014 Male 47.00 0 0 Urban 64.99 33.2 never smoked 0
1015 Female 22.00 0 0 Urban 73.40 21.6 never smoked 0
1016 Male 33.00 0 0 Urban 82.83 25.4 Unknown 0
1017 Female 27.00 0 0 Urban 93.55 41.6 never smoked 0
1018 Female 44.00 0 0 Rural 90.40 33.1 formerly smoked 0
1019 Female 18.00 0 0 Rural 98.10 21.8 never smoked 0
1020 Male 47.00 0 0 Rural 142.02 30.0 Unknown 0
1021 Female 66.00 0 0 Rural 251.46 35.2 smokes 0
1022 Female 42.00 1 0 Rural 89.96 35.6 never smoked 0
1023 Female 56.00 1 0 Urban 82.44 27.8 smokes 0
1024 Female 69.00 0 0 Urban 80.85 29.3 formerly smoked 0
1025 Female 65.00 0 0 Rural 220.52 37.2 smokes 0
1026 Male 53.00 0 0 Urban 86.73 26.1 Unknown 0
1027 Female 36.00 0 0 Urban 76.93 21.6 never smoked 0
1028 Female 69.00 0 0 Urban 113.10 22.7 never smoked 0
1029 Male 19.00 0 0 Rural 96.84 30.2 formerly smoked 0
1030 Male 3.00 0 0 Urban 100.91 18.0 Unknown 0
1031 Male 15.00 0 0 Urban 116.50 27.8 Unknown 0
1032 Female 59.00 1 0 Rural 57.26 23.5 never smoked 0
1033 Female 61.00 0 0 Urban 129.31 41.2 Unknown 0
1034 Female 28.00 0 0 Rural 56.47 22.7 never smoked 0
1035 Male 52.00 0 0 Urban 86.06 29.2 formerly smoked 0
1036 Female 33.00 0 0 Rural 86.97 42.2 never smoked 0
1037 Male 80.00 0 0 Urban 78.78 24.0 formerly smoked 0
1038 Female 47.00 0 0 Rural 195.04 45.5 never smoked 0
1039 Male 2.00 0 0 Rural 103.25 19.4 Unknown 0
1040 Female 48.00 0 0 Rural 134.59 28.2 smokes 0
1041 Male 1.56 0 0 Rural 93.74 20.1 Unknown 0
1042 Female 26.00 0 0 Urban 90.66 27.2 Unknown 0
1043 Male 62.00 0 0 Urban 91.68 26.5 Unknown 0
1044 Male 1.72 0 0 Urban 75.79 17.6 Unknown 0
1045 Female 38.00 0 0 Urban 91.68 42.8 formerly smoked 0
1046 Female 28.00 0 0 Rural 106.68 29.3 never smoked 0
1047 Female 67.00 0 0 Rural 82.31 21.3 never smoked 0
1048 Male 57.00 0 0 Rural 90.06 29.8 Unknown 0
1049 Female 40.00 0 0 Rural 65.47 24.1 smokes 0
1050 Male 10.00 0 0 Rural 58.03 35.2 Unknown 0
1051 Female 55.00 0 0 Rural 83.09 18.8 never smoked 0
1052 Female 7.00 0 0 Urban 88.60 17.4 Unknown 0
1053 Male 56.00 0 0 Urban 63.18 31.5 Unknown 0
1054 Male 37.00 0 0 Rural 78.42 29.9 never smoked 0
1055 Male 69.00 0 0 Urban 65.08 27.3 formerly smoked 0
1056 Female 45.00 0 0 Urban 79.47 28.1 never smoked 0
1057 Female 28.00 0 0 Rural 95.52 28.9 never smoked 0
1058 Female 52.00 1 0 Urban 73.00 25.2 smokes 0
1059 Male 46.00 0 0 Rural 138.07 24.3 never smoked 0
1060 Male 45.00 0 0 Rural 86.99 37.9 never smoked 0
1061 Female 21.00 0 0 Urban 112.07 28.2 never smoked 0
1062 Male 4.00 0 0 Rural 105.76 18.4 Unknown 0
1063 Female 45.00 0 0 Urban 55.67 23.1 smokes 0
1064 Female 71.00 0 0 Urban 90.55 39.4 formerly smoked 0
1065 Female 46.00 0 0 Rural 218.65 29.5 never smoked 0
1066 Female 3.00 0 0 Rural 111.21 18.3 Unknown 0
1067 Female 79.00 0 0 Urban 83.56 28.7 smokes 0
1068 Female 71.00 1 0 Urban 116.76 32.9 formerly smoked 0
1069 Male 74.00 0 0 Rural 83.50 26.7 Unknown 0
1070 Female 52.00 0 0 Urban 69.30 20.1 never smoked 0
1071 Female 49.00 0 0 Urban 67.55 17.6 formerly smoked 0
1072 Female 32.00 0 0 Rural 80.28 43.7 never smoked 0
1073 Male 62.00 1 0 Urban 211.49 41.1 Unknown 0
1074 Female 78.00 0 0 Urban 67.96 26.8 Unknown 0
1075 Female 48.00 0 0 Urban 99.29 31.2 never smoked 0
1076 Male 18.00 0 0 Rural 140.52 27.4 never smoked 0
1077 Female 80.00 0 0 Rural 75.62 25.1 smokes 0
1078 Female 34.00 0 0 Rural 120.06 33.0 never smoked 0
1079 Female 40.00 0 0 Rural 117.45 30.7 smokes 0
1080 Female 59.00 0 0 Rural 224.71 42.9 never smoked 0
1081 Female 11.00 0 0 Rural 122.75 14.3 Unknown 0
1082 Female 35.00 0 0 Urban 82.39 33.2 never smoked 0
1083 Female 29.00 0 0 Rural 57.02 43.0 formerly smoked 0
1084 Male 23.00 0 0 Urban 115.98 22.3 never smoked 0
1085 Female 59.00 0 0 Rural 226.11 32.8 formerly smoked 0
1086 Female 44.00 0 0 Rural 97.59 30.5 smokes 0
1087 Female 62.00 0 0 Rural 82.57 36.0 formerly smoked 0
1088 Female 32.00 0 0 Urban 79.34 26.5 formerly smoked 0
1089 Female 2.00 0 0 Rural 125.68 20.1 Unknown 0
1090 Female 79.00 0 0 Urban 65.59 28.1 never smoked 0
1091 Female 2.00 0 0 Urban 120.85 16.2 Unknown 0
1092 Male 43.00 0 0 Urban 101.65 30.0 never smoked 0
1093 Male 43.00 0 0 Urban 210.94 31.3 never smoked 0
1094 Male 62.00 1 0 Rural 77.92 26.7 never smoked 0
1095 Male 73.00 1 1 Rural 230.68 37.7 Unknown 0
1096 Female 31.00 0 0 Urban 62.68 35.8 never smoked 0
1097 Male 42.00 0 0 Urban 55.22 27.0 never smoked 0
1098 Female 20.00 0 0 Rural 78.94 20.7 never smoked 0
1099 Female 55.00 0 1 Rural 109.69 22.2 smokes 0
1100 Female 23.00 0 0 Rural 79.33 41.5 never smoked 0
1101 Female 33.00 0 0 Urban 79.91 33.5 never smoked 0
1102 Female 14.00 0 0 Rural 84.46 21.8 Unknown 0
1103 Female 79.00 0 1 Urban 68.40 22.1 formerly smoked 0
1104 Male 64.00 1 0 Rural 78.43 30.2 smokes 0
1105 Female 76.00 0 0 Urban 198.02 38.7 Unknown 0
1106 Male 46.00 0 0 Urban 85.35 32.1 smokes 0
1107 Male 80.00 0 0 Rural 204.17 41.3 formerly smoked 0
1108 Male 21.00 0 0 Urban 82.71 20.1 formerly smoked 0
1109 Female 33.00 0 0 Urban 121.19 22.1 never smoked 0
1110 Female 32.00 0 0 Rural 106.02 24.9 smokes 0
1111 Female 0.72 0 0 Urban 66.36 23.0 Unknown 0
1112 Female 49.00 0 0 Urban 267.76 29.3 formerly smoked 0
1113 Female 41.00 0 0 Rural 107.18 22.8 never smoked 0
1114 Male 37.00 0 0 Rural 74.58 31.6 Unknown 0
1115 Female 58.00 0 0 Urban 80.92 19.4 Unknown 0
1116 Female 79.00 0 0 Rural 90.77 22.5 never smoked 0
1117 Female 23.00 0 0 Rural 90.84 31.6 never smoked 0
1118 Female 78.00 1 0 Rural 59.20 29.1 Unknown 0
1119 Female 41.00 0 0 Urban 133.76 43.4 smokes 0
1120 Male 68.00 0 0 Urban 61.36 26.5 formerly smoked 0
1121 Female 30.00 0 0 Rural 118.62 29.7 Unknown 0
1122 Male 1.88 0 0 Rural 77.91 21.8 Unknown 0
1123 Female 32.00 0 0 Urban 68.98 23.4 formerly smoked 0
1124 Female 20.00 0 0 Rural 112.08 23.0 never smoked 0
1125 Male 20.00 0 0 Urban 96.20 21.5 never smoked 0
1126 Male 10.00 0 0 Rural 93.11 14.6 Unknown 0
1127 Male 8.00 0 0 Rural 115.54 28.5 Unknown 0
1128 Male 65.00 0 0 Urban 88.57 29.0 smokes 0
1129 Female 65.00 1 0 Urban 180.76 26.9 Unknown 0
1130 Male 46.00 0 0 Urban 83.12 29.6 formerly smoked 0
1131 Male 53.00 0 0 Urban 94.89 28.5 never smoked 0
1132 Female 79.00 0 0 Rural 239.52 25.5 never smoked 0
1133 Male 43.00 0 0 Rural 99.15 30.5 formerly smoked 0
1134 Female 56.00 0 0 Urban 124.16 23.0 never smoked 0
1135 Male 3.00 0 0 Rural 86.38 22.8 Unknown 0
1136 Male 32.00 0 0 Rural 93.68 31.4 never smoked 0
1137 Female 41.00 0 0 Rural 229.86 35.2 smokes 0
1138 Male 53.00 0 0 Rural 78.73 23.3 never smoked 0
1139 Male 67.00 0 0 Rural 93.71 31.2 formerly smoked 0
1140 Female 33.00 0 0 Rural 76.66 24.8 never smoked 0
1141 Female 21.00 0 0 Rural 112.38 25.8 Unknown 0
1142 Female 26.00 0 0 Rural 89.30 48.4 smokes 0
1143 Female 69.00 1 0 Rural 103.44 43.1 formerly smoked 0
1144 Male 15.00 0 0 Rural 61.61 27.8 never smoked 0
1145 Female 3.00 0 0 Rural 94.12 21.4 Unknown 0
1146 Female 1.24 0 0 Urban 62.40 22.1 Unknown 0
1147 Female 80.00 1 0 Urban 210.96 31.8 never smoked 0
1148 Male 2.00 0 0 Urban 76.25 20.1 Unknown 0
1149 Male 50.00 0 0 Urban 103.48 29.1 smokes 0
1150 Female 30.00 0 0 Urban 96.42 22.6 Unknown 0
1151 Male 15.00 0 0 Rural 78.59 25.1 Unknown 0
1152 Female 71.00 1 0 Rural 195.25 33.3 never smoked 0
1153 Male 4.00 0 0 Rural 103.76 15.9 Unknown 0
1154 Male 2.00 0 0 Rural 68.52 20.8 Unknown 0
1155 Male 11.00 0 0 Urban 92.17 19.5 Unknown 0
1156 Female 45.00 0 0 Rural 81.02 39.0 never smoked 0
1157 Male 22.00 0 0 Rural 94.33 23.1 never smoked 0
1158 Male 63.00 0 0 Rural 78.43 18.8 never smoked 0
1159 Female 25.00 0 0 Urban 82.77 36.3 Unknown 0
1160 Male 49.00 0 0 Rural 88.13 32.8 never smoked 0
1161 Male 39.00 0 0 Urban 102.77 35.8 smokes 0
1162 Female 43.00 0 0 Rural 101.75 26.7 smokes 0
1163 Male 67.00 0 0 Rural 113.34 26.3 formerly smoked 0
1164 Male 48.00 0 0 Urban 63.33 26.5 smokes 0
1165 Female 38.00 0 0 Urban 69.34 43.7 never smoked 0
1166 Female 14.00 0 0 Rural 118.81 24.7 Unknown 0
1167 Male 63.00 0 0 Urban 66.13 46.2 never smoked 0
1168 Male 20.00 0 0 Urban 96.58 43.3 never smoked 0
1169 Female 60.00 0 0 Urban 57.89 30.9 formerly smoked 0
1170 Female 13.00 0 0 Rural 78.38 38.7 Unknown 0
1171 Male 34.00 0 0 Urban 94.15 28.6 never smoked 0
1172 Male 22.00 0 0 Urban 89.53 30.2 Unknown 0
1173 Female 46.00 0 0 Urban 127.75 30.5 never smoked 0
1174 Male 53.00 0 0 Rural 76.79 33.9 Unknown 0
1175 Female 28.00 0 0 Rural 141.15 28.6 never smoked 0
1176 Female 62.00 0 0 Urban 88.63 24.5 never smoked 0
1177 Female 11.00 0 0 Urban 130.15 17.2 Unknown 0
1178 Male 66.00 0 0 Urban 108.03 27.2 never smoked 0
1179 Female 80.00 0 0 Rural 104.07 19.3 formerly smoked 0
1180 Male 8.00 0 0 Urban 88.83 18.5 Unknown 0
1181 Male 53.00 0 1 Rural 197.79 32.0 Unknown 0
1182 Male 63.00 1 1 Urban 150.45 44.5 formerly smoked 0
1183 Male 31.00 0 0 Rural 100.39 37.0 never smoked 0
1184 Male 43.00 0 0 Rural 79.92 30.8 formerly smoked 0
1185 Male 79.00 0 1 Urban 96.79 24.7 Unknown 0
1186 Male 8.00 0 0 Rural 86.84 18.3 Unknown 0
1187 Male 38.00 0 0 Rural 61.27 44.0 Unknown 0
1188 Female 80.00 0 0 Rural 72.61 27.6 never smoked 0
1189 Female 49.00 0 0 Rural 82.41 45.4 smokes 0
1190 Female 50.00 0 0 Urban 74.72 28.5 never smoked 0
1191 Male 13.00 0 0 Rural 57.37 17.6 Unknown 0
1192 Male 73.00 1 0 Urban 88.34 27.5 never smoked 0
1193 Male 60.00 0 0 Rural 101.34 32.8 never smoked 0
1194 Male 44.00 0 0 Rural 119.01 29.5 never smoked 0
1195 Female 79.00 0 0 Rural 71.98 36.4 never smoked 0
1196 Female 5.00 0 0 Urban 84.91 26.1 Unknown 0
1197 Female 51.00 0 0 Rural 91.63 35.3 Unknown 0
1198 Male 5.00 0 0 Rural 145.71 18.1 Unknown 0
1199 Female 65.00 0 0 Rural 167.31 27.1 never smoked 0
1200 Female 81.00 0 0 Urban 63.65 23.0 Unknown 0
1201 Male 44.00 0 0 Rural 87.49 26.6 never smoked 0
1202 Female 25.00 0 0 Rural 92.82 24.1 never smoked 0
1203 Male 49.00 0 0 Urban 72.20 30.3 formerly smoked 0
1204 Male 80.00 0 1 Rural 181.23 32.2 formerly smoked 0
1205 Female 22.00 0 0 Urban 63.37 26.5 never smoked 0
1206 Female 61.00 0 0 Urban 74.82 30.6 never smoked 0
1207 Female 3.00 0 0 Rural 97.60 25.8 Unknown 0
1208 Male 50.00 0 0 Rural 93.04 41.9 smokes 0
1209 Male 45.00 0 0 Rural 97.12 29.2 never smoked 0
1210 Male 55.00 1 0 Rural 82.81 44.3 never smoked 0
1211 Female 21.00 0 0 Urban 134.45 29.1 never smoked 0
1212 Male 0.80 0 0 Rural 98.67 17.5 Unknown 0
1213 Male 50.00 0 1 Urban 85.82 31.9 never smoked 0
1214 Male 73.00 0 1 Rural 189.45 32.2 never smoked 0
1215 Female 58.00 0 1 Rural 144.16 26.0 smokes 0
1216 Male 30.00 0 0 Rural 82.56 25.4 formerly smoked 0
1217 Male 57.00 0 0 Urban 67.97 27.9 never smoked 0
1218 Female 77.00 1 0 Urban 71.70 32.8 never smoked 0
1219 Female 29.00 0 0 Urban 72.02 34.0 formerly smoked 0
1220 Female 46.00 0 0 Urban 61.81 25.5 Unknown 0
1221 Female 40.00 0 0 Urban 103.09 35.6 Unknown 0
1222 Male 29.00 0 0 Urban 73.75 28.3 never smoked 0
1223 Female 37.00 0 0 Rural 156.70 36.9 never smoked 0
1224 Female 35.00 0 0 Urban 70.87 22.1 formerly smoked 0
1225 Male 54.00 0 0 Rural 138.47 31.5 never smoked 0
1226 Female 56.00 0 1 Rural 64.66 26.7 formerly smoked 0
1227 Female 26.00 0 0 Rural 91.88 24.9 formerly smoked 0
1228 Female 75.00 0 0 Rural 74.79 32.4 never smoked 0
1229 Female 44.00 0 0 Rural 78.18 32.2 never smoked 0
1230 Male 63.00 0 0 Rural 77.82 30.3 Unknown 0
1231 Female 17.00 0 0 Rural 112.23 28.7 never smoked 0
1232 Male 46.00 0 1 Urban 178.76 24.1 never smoked 0
1233 Female 47.00 0 0 Rural 121.43 25.3 never smoked 0
1234 Female 50.00 0 0 Rural 94.22 24.8 never smoked 0
1235 Male 76.00 1 0 Rural 197.58 34.8 formerly smoked 0
1236 Male 47.00 0 0 Rural 86.37 39.2 smokes 0
1237 Female 47.00 0 0 Urban 112.09 24.7 smokes 0
1238 Male 49.00 0 0 Urban 199.96 28.6 never smoked 0
1239 Male 71.00 0 0 Urban 85.33 27.7 never smoked 0
1240 Female 65.00 0 0 Rural 86.33 33.1 never smoked 0
1241 Female 40.00 0 0 Urban 80.47 27.3 smokes 0
1242 Female 82.00 1 0 Urban 62.46 20.3 formerly smoked 0
1243 Female 64.00 0 0 Rural 78.85 33.9 never smoked 0
1244 Female 50.00 0 0 Rural 103.81 28.3 never smoked 0
1245 Female 40.00 0 0 Urban 78.04 32.4 smokes 0
1246 Female 74.00 0 0 Rural 94.67 19.7 Unknown 0
1247 Female 30.00 0 0 Rural 62.25 33.7 never smoked 0
1248 Male 68.00 0 0 Urban 155.17 35.5 never smoked 0
1249 Male 6.00 0 0 Urban 83.28 20.0 Unknown 0
1250 Male 4.00 0 0 Urban 132.41 16.3 Unknown 0
1251 Female 60.00 0 0 Rural 62.78 36.4 Unknown 0
1252 Female 59.00 0 0 Urban 89.96 28.1 Unknown 0
1253 Female 72.00 0 0 Rural 103.25 26.9 formerly smoked 0
1254 Female 62.00 0 0 Rural 126.99 29.4 formerly smoked 0
1255 Female 13.00 0 0 Rural 102.27 17.2 never smoked 0
1256 Male 72.00 0 1 Rural 113.63 26.5 Unknown 0
1257 Male 1.08 0 0 Urban 86.09 19.5 Unknown 0
1258 Male 35.00 0 0 Rural 108.08 30.6 formerly smoked 0
1259 Male 54.00 0 0 Urban 108.34 31.9 never smoked 0
1260 Male 40.00 0 0 Rural 56.07 26.6 never smoked 0
1261 Female 3.00 0 0 Urban 82.91 19.9 Unknown 0
1262 Male 2.00 0 0 Urban 94.75 18.0 Unknown 0
1263 Male 41.00 0 0 Rural 101.79 26.7 Unknown 0
1264 Female 61.00 0 0 Rural 88.41 25.3 formerly smoked 0
1265 Male 58.00 0 0 Urban 101.05 31.4 Unknown 0
1266 Male 17.00 0 0 Urban 85.07 21.1 never smoked 0
1267 Female 64.00 0 0 Rural 108.10 17.9 never smoked 0
1268 Female 32.00 0 0 Rural 93.17 27.5 smokes 0
1269 Female 42.00 0 0 Urban 158.89 37.6 smokes 0
1270 Male 39.00 0 0 Rural 205.77 24.1 never smoked 0
1271 Female 10.00 0 0 Urban 112.34 18.1 Unknown 0
1272 Female 78.00 0 0 Urban 119.03 31.0 never smoked 0
1273 Female 68.00 0 0 Urban 237.21 26.6 smokes 0
1274 Female 24.00 0 0 Urban 89.68 38.7 never smoked 0
1275 Male 59.00 1 1 Rural 246.53 27.2 formerly smoked 0
1276 Female 45.00 0 0 Urban 89.05 27.8 formerly smoked 0
1277 Male 12.00 0 0 Rural 81.74 28.3 Unknown 0
1278 Female 37.00 0 0 Rural 98.12 27.5 never smoked 0
1279 Female 43.00 0 0 Rural 105.59 43.3 smokes 0
1280 Male 12.00 0 0 Rural 86.00 20.1 formerly smoked 0
1281 Male 13.00 0 0 Urban 65.51 25.9 Unknown 0
1282 Male 74.00 0 0 Urban 61.78 25.8 Unknown 0
1283 Female 2.00 0 0 Rural 109.56 16.4 Unknown 0
1284 Female 59.00 0 0 Urban 65.82 29.4 never smoked 0
1285 Female 21.00 0 0 Urban 90.16 28.9 smokes 0
1286 Female 55.00 0 0 Urban 64.45 26.7 never smoked 0
1287 Female 14.00 0 0 Urban 91.85 27.8 never smoked 0
1288 Female 53.00 0 0 Rural 97.89 38.7 formerly smoked 0
1289 Male 75.00 0 0 Rural 206.33 26.8 never smoked 0
1290 Male 37.00 0 0 Rural 74.29 36.1 never smoked 0
1291 Female 49.00 0 0 Rural 107.40 26.7 smokes 0
1292 Male 55.00 0 0 Urban 87.72 27.0 Unknown 0
1293 Male 57.00 0 0 Rural 85.99 21.2 Unknown 0
1294 Female 45.00 0 0 Urban 100.84 21.0 never smoked 0
1295 Male 46.00 0 0 Urban 124.61 37.4 Unknown 0
1296 Female 12.00 0 0 Urban 86.55 26.5 Unknown 0
1297 Male 12.00 0 0 Rural 90.42 28.9 Unknown 0
1298 Female 77.00 0 0 Rural 100.85 29.5 smokes 0
1299 Male 6.00 0 0 Urban 87.74 17.7 Unknown 0
1300 Male 76.00 1 0 Rural 80.15 34.9 formerly smoked 0
1301 Female 52.00 0 0 Urban 107.29 28.1 never smoked 0
1302 Male 62.00 0 0 Urban 206.98 36.8 smokes 0
1303 Male 82.00 1 0 Rural 227.28 33.3 never smoked 0
1304 Male 69.00 0 1 Rural 80.43 29.2 Unknown 0
1305 Male 78.00 0 1 Urban 228.70 34.0 Unknown 0
1306 Male 37.00 0 0 Urban 120.07 33.9 smokes 0
1307 Female 50.00 0 0 Rural 93.47 28.7 never smoked 0
1308 Female 41.00 0 0 Urban 80.77 21.1 never smoked 0
1309 Male 54.00 0 0 Rural 150.27 38.2 smokes 0
1310 Male 43.00 0 0 Urban 81.94 27.7 smokes 0
1311 Female 37.00 0 0 Urban 70.75 35.8 Unknown 0
1312 Male 9.00 0 0 Urban 83.83 27.1 Unknown 0
1313 Female 11.00 0 0 Urban 73.66 20.5 never smoked 0
1314 Male 56.00 1 0 Urban 102.37 35.6 never smoked 0
1315 Female 5.00 0 0 Rural 77.83 15.6 Unknown 0
1316 Female 17.00 0 0 Urban 70.01 43.0 Unknown 0
1317 Female 6.00 0 0 Rural 119.88 17.8 Unknown 0
1318 Female 57.00 0 0 Rural 169.97 25.8 never smoked 0
1319 Male 18.00 0 0 Rural 123.79 20.5 Unknown 0
1320 Male 2.00 0 0 Urban 80.98 19.9 Unknown 0
1321 Female 76.00 0 0 Rural 84.21 24.4 never smoked 0
1322 Male 1.00 0 0 Urban 101.31 18.3 Unknown 0
1323 Male 54.00 0 0 Urban 86.26 35.1 formerly smoked 0
1324 Female 45.00 0 0 Urban 92.86 35.1 formerly smoked 0
1325 Female 54.00 0 1 Urban 140.28 37.1 formerly smoked 0
1326 Male 67.00 0 0 Rural 244.28 29.4 formerly smoked 0
1327 Male 53.00 0 0 Urban 124.16 31.7 never smoked 0
1328 Male 47.00 0 0 Rural 93.55 31.4 never smoked 0
1329 Male 44.00 0 0 Urban 99.34 33.1 never smoked 0
1330 Male 65.00 0 0 Urban 59.87 28.5 smokes 0
1331 Female 40.00 0 0 Rural 72.76 24.0 formerly smoked 0
1332 Female 3.00 0 0 Rural 68.34 18.0 Unknown 0
1333 Male 81.00 0 0 Urban 61.10 27.6 smokes 0
1334 Female 24.00 0 0 Rural 120.77 16.9 never smoked 0
1335 Male 9.00 0 0 Rural 60.39 16.4 Unknown 0
1336 Female 52.00 0 0 Urban 126.34 35.1 never smoked 0
1337 Female 63.00 0 0 Rural 93.24 28.8 never smoked 0
1338 Female 78.00 0 0 Rural 154.75 17.6 never smoked 0
1339 Female 22.00 0 0 Rural 62.81 21.3 never smoked 0
1340 Female 2.00 0 0 Rural 65.96 19.7 Unknown 0
1341 Female 79.00 0 0 Rural 79.53 37.3 never smoked 0
1342 Female 49.00 0 0 Rural 96.85 35.5 never smoked 0
1343 Female 74.00 0 0 Urban 251.99 25.5 never smoked 0
1344 Male 62.00 0 0 Rural 115.13 30.0 smokes 0
1345 Male 16.00 0 0 Urban 102.30 21.9 Unknown 0
1346 Male 62.00 0 0 Urban 78.99 45.5 never smoked 0
1347 Female 50.00 1 0 Rural 68.80 34.9 never smoked 0
1348 Female 49.00 0 0 Rural 83.84 19.3 formerly smoked 0
1349 Male 24.00 0 0 Urban 94.66 32.1 formerly smoked 0
1350 Female 21.00 0 0 Rural 107.98 26.9 never smoked 0
1351 Female 22.00 0 0 Urban 135.64 19.5 never smoked 0
1352 Male 13.00 0 0 Urban 92.65 31.7 never smoked 0
1353 Female 21.00 0 0 Rural 121.11 21.0 Unknown 0
1354 Male 8.00 0 0 Urban 107.69 20.3 Unknown 0
1355 Female 16.00 0 0 Rural 70.15 21.5 Unknown 0
1356 Male 18.00 0 0 Urban 83.02 40.4 Unknown 0
1357 Male 68.00 1 0 Urban 222.29 30.1 never smoked 0
1358 Male 49.00 1 0 Urban 139.43 40.2 formerly smoked 0
1359 Female 80.00 0 0 Urban 213.11 34.7 never smoked 0
1360 Male 31.00 0 0 Rural 77.23 25.9 smokes 0
1361 Female 25.00 0 0 Urban 58.48 23.7 never smoked 0
1362 Female 39.00 0 0 Rural 87.33 34.3 never smoked 0
1363 Male 35.00 0 0 Rural 102.34 34.3 never smoked 0
1364 Female 71.00 0 0 Rural 151.30 26.3 never smoked 0
1365 Female 71.00 0 0 Urban 144.23 22.1 formerly smoked 0
1366 Female 40.00 0 0 Rural 110.60 33.3 formerly smoked 0
1367 Female 41.00 0 0 Urban 80.28 37.3 never smoked 0
1368 Male 2.00 0 0 Rural 111.02 20.5 Unknown 0
1369 Female 3.00 0 0 Rural 114.88 19.1 Unknown 0
1370 Male 53.00 1 0 Urban 227.51 34.7 formerly smoked 0
1371 Male 1.88 0 0 Urban 111.65 16.3 Unknown 0
1372 Male 60.00 1 1 Urban 201.01 28.0 never smoked 0
1373 Female 5.00 0 0 Urban 129.01 17.2 Unknown 0
1374 Female 30.00 0 0 Rural 124.08 41.1 Unknown 0
1375 Female 49.00 1 0 Rural 107.91 25.0 Unknown 0
1376 Male 68.00 1 0 Rural 95.40 27.5 never smoked 0
1377 Female 23.00 0 0 Rural 65.90 21.5 never smoked 0
1378 Male 2.00 0 0 Urban 78.98 15.1 Unknown 0
1379 Male 24.00 0 0 Rural 111.33 29.6 formerly smoked 0
1380 Female 41.00 0 0 Rural 104.36 30.2 never smoked 0
1381 Female 63.00 0 0 Urban 123.87 34.9 Unknown 0
1382 Male 64.00 0 0 Rural 210.00 30.7 formerly smoked 0
1383 Male 38.00 0 0 Rural 86.86 36.5 Unknown 0
1384 Female 1.24 0 0 Rural 113.96 21.5 Unknown 0
1385 Female 38.00 0 0 Rural 81.28 33.2 smokes 0
1386 Female 27.00 0 0 Rural 78.05 22.3 never smoked 0
1387 Male 42.00 0 0 Urban 86.07 27.3 Unknown 0
1388 Male 46.00 0 0 Rural 59.05 28.3 formerly smoked 0
1389 Male 67.00 0 1 Rural 95.88 31.9 Unknown 0
1390 Female 34.00 0 0 Rural 70.18 24.9 Unknown 0
1391 Male 51.00 0 0 Rural 111.13 32.7 formerly smoked 0
1392 Female 77.00 0 0 Urban 79.30 26.4 Unknown 0
1393 Female 30.00 0 0 Urban 65.84 24.8 smokes 0
1394 Female 81.00 0 1 Rural 123.49 30.7 smokes 0
1395 Female 12.00 0 0 Rural 207.45 25.4 smokes 0
1396 Male 18.00 0 0 Rural 143.45 32.0 smokes 0
1397 Female 35.00 0 0 Rural 89.11 24.4 never smoked 0
1398 Female 82.00 0 0 Rural 58.30 20.4 never smoked 0
1399 Male 53.00 1 0 Urban 78.68 29.5 never smoked 0
1400 Male 75.00 0 0 Urban 98.91 24.4 never smoked 0
1401 Female 32.00 0 0 Rural 67.92 22.8 smokes 0
1402 Female 27.00 0 0 Rural 73.00 20.0 never smoked 0
1403 Male 56.00 0 0 Rural 97.50 36.3 formerly smoked 0
1404 Male 71.00 0 0 Urban 108.43 32.8 smokes 0
1405 Male 78.00 0 0 Urban 90.43 34.4 formerly smoked 0
1406 Female 44.00 0 0 Urban 76.30 30.5 never smoked 0
1407 Male 62.00 0 0 Rural 121.27 29.7 smokes 0
1408 Male 27.00 0 0 Urban 119.67 36.9 Unknown 0
1409 Female 42.00 0 1 Urban 226.93 34.2 smokes 0
1410 Female 66.00 0 1 Rural 76.11 37.0 Unknown 0
1411 Female 82.00 0 0 Urban 253.16 47.5 Unknown 0
1412 Female 49.00 0 0 Urban 101.02 24.2 smokes 0
1413 Female 77.00 1 0 Rural 238.53 30.6 never smoked 0
1414 Female 54.00 0 0 Urban 207.79 38.6 never smoked 0
1415 Female 38.00 0 0 Rural 196.20 32.8 never smoked 0
1416 Female 55.00 0 0 Urban 231.76 42.9 never smoked 0
1417 Female 13.00 0 0 Rural 93.30 25.9 Unknown 0
1418 Female 45.00 0 0 Urban 110.47 24.7 smokes 0
1419 Female 54.00 0 0 Rural 77.52 35.8 never smoked 0
1420 Female 51.00 0 0 Rural 216.92 31.2 Unknown 0
1421 Female 47.00 0 0 Urban 157.01 26.1 smokes 0
1422 Male 25.00 0 0 Urban 93.51 30.8 never smoked 0
1423 Male 61.00 1 0 Rural 102.54 40.5 never smoked 0
1424 Female 55.00 0 0 Rural 87.78 25.2 formerly smoked 0
1425 Female 23.00 0 0 Urban 126.67 28.7 smokes 0
1426 Male 59.00 0 1 Rural 194.98 30.4 Unknown 0
1427 Male 4.00 0 0 Rural 99.96 15.2 Unknown 0
1428 Male 65.00 0 0 Urban 58.87 36.6 never smoked 0
1429 Female 50.00 0 0 Urban 77.67 34.5 Unknown 0
1430 Male 42.00 0 0 Urban 83.14 23.7 never smoked 0
1431 Male 51.00 0 0 Urban 69.18 35.7 smokes 0
1432 Male 66.00 0 0 Rural 218.54 38.9 smokes 0
1433 Female 22.00 1 0 Urban 71.22 40.0 never smoked 0
1434 Male 5.00 0 0 Urban 82.41 18.4 Unknown 0
1435 Male 19.00 0 0 Rural 82.07 29.0 never smoked 0
1436 Female 47.00 0 0 Urban 73.00 20.6 never smoked 0
1437 Male 12.00 0 0 Rural 127.25 28.2 Unknown 0
1438 Female 26.00 0 0 Rural 108.20 26.2 never smoked 0
1439 Male 62.00 1 1 Urban 123.95 34.8 formerly smoked 0
1440 Female 81.00 1 0 Urban 58.71 34.5 never smoked 0
1441 Male 63.00 0 0 Rural 98.46 30.6 never smoked 0
1442 Male 8.00 0 0 Rural 133.63 18.8 Unknown 0
1443 Male 76.00 0 1 Rural 101.43 29.1 Unknown 0
1444 Female 44.00 0 0 Rural 65.30 22.1 smokes 0
1445 Female 65.00 0 0 Urban 72.49 28.9 smokes 0
1446 Female 54.00 0 0 Urban 65.49 34.7 Unknown 0
1447 Female 24.00 0 0 Urban 63.40 20.3 smokes 0
1448 Female 65.00 0 0 Rural 105.29 25.1 formerly smoked 0
1449 Male 12.00 0 0 Urban 64.08 18.2 Unknown 0
1450 Female 33.00 0 0 Urban 78.34 25.5 never smoked 0
1451 Female 74.00 0 0 Rural 66.32 34.4 formerly smoked 0
1452 Female 18.00 0 0 Rural 168.15 48.5 never smoked 0
1453 Female 77.00 0 0 Rural 93.48 25.2 formerly smoked 0
1454 Male 48.00 1 0 Urban 79.20 32.5 never smoked 0
1455 Male 52.00 0 0 Rural 107.45 42.1 formerly smoked 0
1456 Male 23.00 0 0 Rural 83.86 19.5 never smoked 0
1457 Male 25.00 0 0 Rural 119.96 27.7 never smoked 0
1458 Female 44.00 0 0 Rural 70.58 25.1 never smoked 0
1459 Female 78.00 0 0 Rural 87.70 29.6 never smoked 0
1460 Female 37.00 0 0 Urban 65.29 32.9 never smoked 0
1461 Male 67.00 0 0 Urban 110.68 25.1 formerly smoked 0
1462 Female 41.00 0 0 Urban 91.93 24.7 smokes 0
1463 Male 2.00 0 0 Urban 88.54 17.5 Unknown 0
1464 Female 75.00 1 0 Urban 183.00 20.8 Unknown 0
1465 Female 17.00 0 0 Rural 115.93 23.3 never smoked 0
1466 Female 13.00 0 0 Urban 99.13 22.8 Unknown 0
1467 Female 25.00 0 0 Rural 69.24 26.6 never smoked 0
1468 Female 57.00 0 0 Rural 102.28 25.5 never smoked 0
1469 Male 31.00 0 0 Urban 71.31 25.8 never smoked 0
1470 Male 61.00 0 0 Rural 89.75 25.4 never smoked 0
1471 Female 15.00 0 0 Urban 81.11 20.2 Unknown 0
1472 Male 47.00 0 0 Urban 178.33 27.7 never smoked 0
1473 Female 68.00 0 0 Rural 81.38 23.1 Unknown 0
1474 Male 0.40 0 0 Urban 109.56 14.3 Unknown 0
1475 Female 40.00 0 0 Rural 70.45 23.3 smokes 0
1476 Female 62.00 0 0 Rural 73.44 23.4 Unknown 0
1477 Female 45.00 0 0 Urban 146.44 22.8 formerly smoked 0
1478 Female 47.00 0 0 Urban 65.04 30.9 never smoked 0
1479 Female 35.00 0 0 Rural 151.25 28.4 Unknown 0
1480 Male 51.00 0 0 Rural 106.41 41.9 smokes 0
1481 Male 60.00 1 0 Urban 197.09 34.3 Unknown 0
1482 Male 59.00 0 0 Urban 93.58 25.1 smokes 0
1483 Female 18.00 0 0 Rural 80.06 31.8 Unknown 0
1484 Female 81.00 0 1 Urban 84.93 31.8 Unknown 0
1485 Male 15.00 0 0 Urban 68.40 23.0 never smoked 0
1486 Female 73.00 0 0 Urban 62.99 25.4 formerly smoked 0
1487 Female 0.08 0 0 Urban 139.67 14.1 Unknown 0
1488 Male 53.00 0 0 Urban 113.40 35.1 smokes 0
1489 Male 45.00 0 0 Urban 101.92 26.9 Unknown 0
1490 Male 70.00 1 0 Urban 65.98 33.0 formerly smoked 0
1491 Male 56.00 0 0 Urban 84.30 22.1 Unknown 0
1492 Female 7.00 0 0 Urban 61.42 20.8 Unknown 0
1493 Female 66.00 0 0 Rural 85.52 30.0 never smoked 0
1494 Female 53.00 0 0 Urban 83.79 44.0 Unknown 0
1495 Female 20.00 0 0 Urban 73.83 16.6 Unknown 0
1496 Female 15.00 0 0 Rural 69.38 28.4 never smoked 0
1497 Male 51.00 0 0 Urban 66.11 26.3 never smoked 0
1498 Male 34.00 0 0 Urban 149.62 39.4 formerly smoked 0
1499 Female 33.00 0 0 Urban 242.84 15.7 smokes 0
1500 Female 53.00 1 0 Urban 202.66 34.1 smokes 0
1501 Male 69.00 0 1 Rural 216.90 29.8 formerly smoked 0
1502 Female 28.00 0 0 Urban 103.78 23.6 Unknown 0
1503 Female 81.00 0 0 Rural 114.88 18.3 formerly smoked 0
1504 Female 20.00 0 0 Urban 75.94 28.3 never smoked 0
1505 Female 1.48 0 0 Rural 55.51 18.5 Unknown 0
1506 Male 2.00 0 0 Rural 93.74 18.4 Unknown 0
1507 Male 77.00 0 0 Urban 71.44 24.1 smokes 0
1508 Female 38.00 0 0 Urban 58.29 25.5 formerly smoked 0
1509 Male 23.00 0 0 Urban 115.83 25.3 never smoked 0
1510 Female 67.00 0 0 Urban 102.71 39.9 formerly smoked 0
1511 Male 59.00 0 0 Urban 99.69 28.8 smokes 0
1512 Female 41.00 0 0 Rural 102.89 37.2 formerly smoked 0
1513 Male 41.00 0 0 Rural 87.34 34.3 formerly smoked 0
1514 Male 54.00 0 0 Rural 109.51 29.0 never smoked 0
1515 Female 25.00 0 0 Urban 78.59 37.2 never smoked 0
1516 Female 6.00 0 0 Urban 78.26 19.4 Unknown 0
1517 Male 21.00 0 0 Rural 105.47 26.2 never smoked 0
1518 Female 32.00 0 0 Urban 68.19 21.1 never smoked 0
1519 Female 64.00 0 0 Rural 114.47 31.6 smokes 0
1520 Male 70.00 0 0 Urban 66.85 29.3 Unknown 0
1521 Male 44.00 0 0 Rural 94.71 28.4 smokes 0
1522 Female 60.00 0 1 Urban 208.05 35.3 smokes 0
1523 Female 56.00 0 0 Rural 222.60 40.1 smokes 0
1524 Male 53.00 0 0 Urban 80.81 39.0 formerly smoked 0
1525 Male 59.00 0 0 Rural 64.51 31.5 never smoked 0
1526 Female 53.00 1 0 Urban 151.56 28.5 Unknown 0
1527 Male 63.00 0 0 Urban 199.14 28.5 never smoked 0
1528 Female 63.00 0 0 Urban 109.65 28.6 formerly smoked 0
1529 Female 52.00 0 0 Rural 69.11 35.2 never smoked 0
1530 Female 62.00 0 0 Urban 114.41 32.5 never smoked 0
1531 Female 68.00 0 0 Urban 103.46 35.9 never smoked 0
1532 Female 36.00 0 0 Rural 95.36 25.1 never smoked 0
1533 Female 3.00 0 0 Urban 57.33 16.8 Unknown 0
1534 Female 40.00 0 0 Rural 191.48 27.9 smokes 0
1535 Female 8.00 0 0 Rural 71.63 16.3 Unknown 0
1536 Female 65.00 0 0 Urban 84.75 21.4 Unknown 0
1537 Female 28.00 0 0 Rural 89.24 32.7 formerly smoked 0
1538 Female 40.00 0 0 Urban 70.13 23.6 never smoked 0
1539 Female 65.00 0 0 Urban 82.26 19.8 formerly smoked 0
1540 Male 58.00 1 0 Urban 200.16 33.1 never smoked 0
1541 Male 44.00 0 0 Urban 80.73 28.1 smokes 0
1542 Female 54.00 0 0 Urban 75.09 38.9 formerly smoked 0
1543 Female 79.00 0 0 Urban 80.57 23.8 never smoked 0
1544 Female 62.00 1 0 Rural 77.04 33.8 formerly smoked 0
1545 Male 37.00 0 0 Urban 145.26 26.7 Unknown 0
1546 Male 63.00 0 0 Urban 82.08 32.2 formerly smoked 0
1547 Female 27.00 0 0 Rural 103.35 28.1 formerly smoked 0
1548 Male 6.00 0 0 Urban 97.46 21.3 Unknown 0
1549 Female 30.00 0 0 Urban 123.65 44.0 smokes 0
1550 Female 15.00 0 0 Urban 87.96 21.5 formerly smoked 0
1551 Female 50.00 0 0 Urban 85.92 37.3 smokes 0
1552 Female 32.00 0 0 Urban 80.80 44.8 never smoked 0
1553 Female 33.00 0 0 Rural 99.30 21.4 never smoked 0
1554 Male 62.00 0 0 Rural 62.56 32.3 never smoked 0
1555 Male 82.00 0 0 Urban 144.20 35.4 smokes 0
1556 Female 71.00 0 0 Urban 71.38 19.7 never smoked 0
1557 Female 20.00 0 0 Urban 95.50 31.3 Unknown 0
1558 Female 44.00 0 0 Urban 67.06 35.5 never smoked 0
1559 Male 57.00 0 0 Rural 70.16 25.8 formerly smoked 0
1560 Female 50.00 0 0 Urban 104.24 32.8 Unknown 0
1561 Male 50.00 0 0 Rural 122.48 35.9 smokes 0
1562 Female 44.00 0 0 Urban 215.90 41.8 smokes 0
1563 Female 47.00 0 0 Rural 108.56 27.3 formerly smoked 0
1564 Male 35.00 0 0 Urban 69.88 27.7 Unknown 0
1565 Male 3.00 0 0 Rural 65.85 17.0 Unknown 0
1566 Female 29.00 0 0 Rural 60.74 20.0 never smoked 0
1567 Male 36.00 0 0 Rural 233.52 40.9 never smoked 0
1568 Female 19.00 0 0 Urban 110.70 38.5 never smoked 0
1569 Female 41.00 0 0 Rural 78.93 30.9 formerly smoked 0
1570 Female 23.00 0 0 Urban 124.50 33.4 Unknown 0
1571 Male 14.00 0 0 Urban 57.95 17.1 Unknown 0
1572 Male 35.00 0 0 Rural 92.82 28.6 Unknown 0
1573 Male 45.00 0 0 Rural 58.25 24.0 smokes 0
1574 Female 52.00 1 0 Rural 213.54 32.0 never smoked 0
1575 Male 19.00 0 0 Urban 74.86 28.4 never smoked 0
1576 Female 21.00 0 0 Urban 78.35 20.3 Unknown 0
1577 Male 8.00 0 0 Urban 101.26 33.8 Unknown 0
1578 Female 35.00 0 0 Urban 86.87 43.2 Unknown 0
1579 Female 33.00 0 0 Rural 124.01 22.7 Unknown 0
1580 Female 53.00 0 0 Urban 83.41 29.9 never smoked 0
1581 Female 31.00 0 0 Rural 70.65 29.9 Unknown 0
1582 Female 43.00 0 0 Rural 92.40 22.7 Unknown 0
1583 Female 61.00 0 0 Urban 73.36 16.1 never smoked 0
1584 Female 57.00 0 0 Urban 219.50 33.8 formerly smoked 0
1585 Male 11.00 0 0 Rural 105.73 22.6 never smoked 0
1586 Male 36.00 0 0 Rural 83.79 25.5 smokes 0
1587 Female 16.00 0 0 Urban 58.02 22.5 Unknown 0
1588 Female 60.00 0 0 Rural 61.94 27.9 formerly smoked 0
1589 Male 13.00 0 0 Rural 99.71 23.5 Unknown 0
1590 Female 69.00 0 0 Rural 63.19 32.2 never smoked 0
1591 Female 22.00 0 0 Urban 56.84 29.9 smokes 0
1592 Male 63.00 0 0 Rural 217.66 28.7 formerly smoked 0
1593 Female 45.00 0 0 Rural 77.19 37.2 smokes 0
1594 Male 58.00 0 0 Rural 76.22 22.2 formerly smoked 0
1595 Male 61.00 0 0 Rural 155.32 26.6 formerly smoked 0
1596 Female 30.00 0 0 Urban 70.67 24.6 smokes 0
1597 Female 78.00 1 1 Urban 227.16 41.7 never smoked 0
1598 Female 68.00 0 0 Rural 58.69 26.2 formerly smoked 0
1599 Female 16.00 0 0 Urban 88.85 27.1 Unknown 0
1600 Female 38.00 1 0 Urban 137.94 41.8 never smoked 0
1601 Female 39.00 0 0 Urban 60.60 34.2 never smoked 0
1602 Female 51.00 0 0 Rural 93.67 19.2 never smoked 0
1603 Male 37.00 0 0 Urban 79.56 25.2 never smoked 0
1604 Male 16.00 0 0 Rural 122.46 18.7 never smoked 0
1605 Male 39.00 0 0 Urban 92.32 43.0 never smoked 0
1606 Male 24.00 1 0 Rural 80.63 28.2 smokes 0
1607 Male 51.00 0 0 Urban 92.32 34.7 smokes 0
1608 Female 50.00 1 0 Urban 59.89 25.5 never smoked 0
1609 Female 27.00 0 0 Urban 80.57 39.8 smokes 0
1610 Female 73.00 0 0 Urban 88.52 20.8 formerly smoked 0
1611 Female 65.00 0 0 Urban 88.82 28.2 formerly smoked 0
1612 Female 76.00 1 1 Rural 102.08 31.0 smokes 0
1613 Female 53.00 0 0 Rural 84.90 21.6 never smoked 0
1614 Female 65.00 0 0 Urban 82.21 26.2 Unknown 0
1615 Male 31.00 0 0 Urban 74.05 26.0 Unknown 0
1616 Male 1.72 0 0 Urban 90.46 22.5 Unknown 0
1617 Female 45.00 0 0 Rural 176.48 24.0 formerly smoked 0
1618 Male 56.00 0 0 Urban 94.07 31.5 never smoked 0
1619 Male 62.00 0 0 Urban 85.12 36.3 formerly smoked 0
1620 Female 35.00 0 0 Urban 71.81 25.4 Unknown 0
1621 Male 16.00 0 0 Rural 111.93 32.2 never smoked 0
1622 Female 31.00 0 0 Urban 94.40 39.8 Unknown 0
1623 Male 5.00 0 0 Urban 70.00 18.6 Unknown 0
1624 Male 26.00 0 0 Rural 95.57 30.7 smokes 0
1625 Male 10.00 0 0 Urban 91.98 16.4 Unknown 0
1626 Female 22.00 0 0 Urban 66.29 20.5 smokes 0
1627 Female 82.00 0 1 Rural 211.88 28.7 never smoked 0
1628 Female 50.00 0 0 Rural 76.55 29.0 smokes 0
1629 Female 47.00 0 0 Urban 56.67 24.4 never smoked 0
1630 Male 31.00 0 0 Rural 100.52 29.9 Unknown 0
1631 Male 22.00 0 0 Rural 58.96 25.3 Unknown 0
1632 Female 12.00 0 0 Rural 81.66 23.5 formerly smoked 0
1633 Female 63.00 1 0 Rural 96.77 20.5 never smoked 0
1634 Female 78.00 1 0 Rural 91.63 33.5 smokes 0
1635 Male 4.00 0 0 Urban 97.51 22.0 Unknown 0
1636 Male 76.00 1 0 Rural 225.60 29.0 never smoked 0
1637 Female 81.00 1 0 Rural 210.23 30.7 never smoked 0
1638 Female 39.00 0 0 Urban 92.82 37.4 never smoked 0
1639 Male 2.00 0 0 Rural 65.67 16.6 Unknown 0
1640 Female 37.00 0 0 Urban 74.51 29.5 Unknown 0
1641 Female 78.00 0 1 Rural 81.99 27.3 formerly smoked 0
1642 Female 75.00 0 0 Urban 87.69 27.5 formerly smoked 0
1643 Male 34.00 0 0 Rural 125.29 33.9 never smoked 0
1644 Female 48.00 0 0 Rural 111.64 27.9 Unknown 0
1645 Male 54.00 1 0 Urban 89.93 32.1 never smoked 0
1646 Male 13.00 0 0 Rural 137.45 18.2 Unknown 0
1647 Female 24.00 0 0 Rural 72.06 30.2 formerly smoked 0
1648 Female 76.00 0 0 Rural 97.90 31.3 formerly smoked 0
1649 Male 1.00 0 0 Urban 84.85 20.3 Unknown 0
1650 Male 57.00 0 0 Rural 230.59 23.2 formerly smoked 0
1651 Male 46.00 0 0 Rural 92.81 30.8 Unknown 0
1652 Female 26.00 0 0 Urban 168.15 22.9 never smoked 0
1653 Female 56.00 0 0 Urban 224.63 42.8 never smoked 0
1654 Male 34.00 0 0 Urban 108.12 22.2 Unknown 0
1655 Male 25.00 0 0 Rural 85.17 28.7 smokes 0
1656 Male 60.00 0 0 Urban 84.14 32.3 never smoked 0
1657 Male 22.00 0 0 Rural 85.57 24.2 formerly smoked 0
1658 Male 35.00 0 0 Urban 82.81 23.9 never smoked 0
1659 Male 48.00 1 0 Urban 110.53 34.2 never smoked 0
1660 Female 38.00 0 0 Rural 61.88 29.0 Unknown 0
1661 Female 12.00 0 0 Urban 85.04 29.9 never smoked 0
1662 Female 22.00 0 0 Urban 140.40 23.0 smokes 0
1663 Female 0.64 0 0 Urban 62.27 17.3 Unknown 0
1664 Male 13.00 0 0 Rural 99.44 21.0 never smoked 0
1665 Female 78.00 0 1 Rural 88.90 34.3 Unknown 0
1666 Female 23.00 0 0 Urban 64.10 19.8 Unknown 0
1667 Female 35.00 0 0 Urban 97.58 24.3 Unknown 0
1668 Female 78.00 1 0 Rural 58.66 16.4 never smoked 0
1669 Male 50.00 0 0 Urban 88.24 32.6 Unknown 0
1670 Male 61.00 0 0 Urban 61.32 23.7 smokes 0
1671 Male 43.00 0 0 Rural 62.99 27.0 formerly smoked 0
1672 Male 60.00 1 0 Urban 86.04 25.6 smokes 0
1673 Female 51.00 0 0 Rural 83.30 34.0 formerly smoked 0
1674 Female 21.00 0 0 Urban 208.17 24.9 never smoked 0
1675 Male 16.00 0 0 Rural 133.20 26.3 Unknown 0
1676 Female 25.00 0 0 Rural 81.54 43.1 Unknown 0
1677 Female 36.00 0 0 Rural 146.61 39.6 never smoked 0
1678 Female 8.00 0 0 Urban 79.33 15.2 Unknown 0
1679 Female 48.00 0 0 Rural 84.56 41.8 never smoked 0
1680 Male 14.00 0 0 Rural 103.44 20.1 never smoked 0
1681 Female 60.00 0 0 Urban 185.31 39.3 never smoked 0
1682 Male 61.00 1 0 Urban 102.53 28.3 formerly smoked 0
1683 Female 60.00 0 0 Urban 65.78 27.5 Unknown 0
1684 Male 56.00 0 0 Rural 62.60 33.9 never smoked 0
1685 Female 9.00 0 0 Rural 81.18 20.0 Unknown 0
1686 Female 45.00 0 0 Rural 76.68 34.8 smokes 0
1687 Male 14.00 0 0 Urban 92.86 20.7 formerly smoked 0
1688 Male 37.00 0 0 Urban 90.95 24.6 smokes 0
1689 Female 52.00 0 1 Urban 85.66 39.4 never smoked 0
1690 Female 47.00 0 0 Rural 68.37 29.4 smokes 0
1691 Female 82.00 1 0 Urban 77.32 24.8 Unknown 0
1692 Male 64.00 0 0 Rural 187.87 32.3 never smoked 0
1693 Male 12.00 0 0 Rural 213.87 25.3 never smoked 0
1694 Female 79.00 1 0 Rural 119.62 39.0 Unknown 0
1695 Male 77.00 0 0 Urban 222.85 29.4 formerly smoked 0
1696 Female 25.00 0 0 Rural 100.82 31.9 Unknown 0
1697 Female 26.00 0 0 Rural 136.10 26.4 Unknown 0
1698 Male 14.00 0 0 Rural 149.42 20.6 Unknown 0
1699 Female 42.00 0 0 Rural 79.99 26.3 never smoked 0
1700 Male 37.00 0 0 Rural 118.21 23.6 Unknown 0
1701 Male 8.00 0 0 Rural 56.30 18.0 Unknown 0
1702 Female 78.00 0 0 Rural 84.49 26.4 never smoked 0
1703 Male 18.00 0 0 Rural 89.61 22.0 never smoked 0
1704 Male 78.00 0 0 Rural 100.09 30.5 Unknown 0
1705 Female 55.00 0 0 Urban 198.36 29.1 smokes 0
1706 Female 68.00 0 0 Rural 93.61 24.9 never smoked 0
1707 Female 47.00 0 0 Rural 75.43 36.4 smokes 0
1708 Female 47.00 0 0 Urban 100.31 31.2 smokes 0
1709 Female 51.00 0 0 Rural 105.63 32.8 never smoked 0
1710 Male 43.00 0 0 Rural 82.84 31.6 never smoked 0
1711 Female 78.00 0 0 Urban 58.88 35.8 Unknown 0
1712 Male 63.00 0 0 Urban 92.27 35.2 formerly smoked 0
1713 Female 45.00 0 0 Urban 115.23 28.0 never smoked 0
1714 Female 53.00 1 1 Urban 196.25 24.9 smokes 0
1715 Female 12.00 0 0 Rural 85.97 35.7 Unknown 0
1716 Female 56.00 0 0 Urban 114.33 30.7 smokes 0
1717 Female 29.00 0 0 Rural 72.52 33.9 never smoked 0
1718 Female 55.00 0 0 Rural 63.47 27.8 Unknown 0
1719 Female 49.00 0 0 Urban 90.58 23.2 Unknown 0
1720 Female 23.00 0 0 Rural 92.26 17.1 Unknown 0
1721 Female 53.00 0 0 Urban 113.74 31.6 smokes 0
1722 Male 56.00 1 0 Urban 72.79 23.8 smokes 0
1723 Female 56.00 0 0 Rural 94.71 29.6 smokes 0
1724 Female 61.00 0 0 Rural 194.53 45.0 never smoked 0
1725 Female 45.00 0 0 Urban 72.65 25.6 Unknown 0
1726 Male 80.00 1 1 Urban 86.68 27.7 formerly smoked 0
1727 Female 47.00 0 0 Rural 140.39 25.5 never smoked 0
1728 Female 3.00 0 0 Rural 77.87 18.3 Unknown 0
1729 Male 63.00 0 0 Rural 104.70 21.0 formerly smoked 0
1730 Female 68.00 1 0 Urban 95.82 28.6 never smoked 0
1731 Female 76.00 0 0 Urban 204.05 23.5 never smoked 0
1732 Male 62.00 0 0 Urban 130.56 36.1 Unknown 0
1733 Female 30.00 0 0 Urban 67.78 29.2 smokes 0
1734 Female 44.00 0 0 Urban 105.29 27.6 formerly smoked 0
1735 Male 47.00 0 0 Urban 135.19 36.0 smokes 0
1736 Male 25.00 0 0 Urban 116.12 20.4 smokes 0
1737 Female 31.00 0 0 Rural 59.63 19.9 never smoked 0
1738 Male 71.00 0 0 Rural 56.43 29.2 formerly smoked 0
1739 Female 32.00 0 0 Rural 199.18 27.9 never smoked 0
1740 Male 72.00 0 0 Rural 209.26 38.1 formerly smoked 0
1741 Female 44.00 0 0 Urban 91.21 24.1 never smoked 0
1742 Male 63.00 0 0 Urban 95.16 37.8 formerly smoked 0
1743 Female 37.00 0 0 Urban 217.11 29.1 never smoked 0
1744 Male 54.00 0 1 Urban 222.46 35.7 never smoked 0
1745 Male 56.00 0 0 Rural 82.44 34.5 never smoked 0
1746 Female 25.00 0 0 Rural 74.11 34.1 smokes 0
1747 Female 19.00 0 0 Urban 131.23 21.1 Unknown 0
1748 Female 27.00 0 0 Rural 83.26 22.2 never smoked 0
1749 Male 5.00 0 0 Rural 99.07 20.5 Unknown 0
1750 Female 20.00 0 0 Urban 76.63 26.2 never smoked 0
1751 Male 21.00 0 0 Rural 65.09 23.5 never smoked 0
1752 Male 44.00 0 0 Urban 142.31 29.1 smokes 0
1753 Male 39.00 1 0 Urban 80.99 39.8 Unknown 0
1754 Male 38.00 0 0 Rural 237.74 21.2 never smoked 0
1755 Female 26.00 0 0 Rural 154.08 20.2 formerly smoked 0
1756 Male 51.00 0 0 Rural 78.29 30.8 never smoked 0
1757 Male 39.00 0 0 Urban 164.67 33.8 Unknown 0
1758 Female 5.00 0 0 Rural 59.61 17.1 Unknown 0
1759 Female 59.00 0 0 Urban 67.75 21.3 formerly smoked 0
1760 Female 45.00 0 0 Urban 90.35 22.3 never smoked 0
1761 Male 43.00 0 0 Rural 77.86 28.9 never smoked 0
1762 Female 80.00 0 0 Rural 71.88 26.7 never smoked 0
1763 Male 42.00 1 0 Urban 118.82 41.0 smokes 0
1764 Female 8.00 0 0 Urban 67.33 16.7 Unknown 0
1765 Female 68.00 0 0 Urban 121.66 29.1 smokes 0
1766 Female 5.00 0 0 Rural 111.92 23.6 Unknown 0
1767 Male 57.00 0 1 Urban 92.82 27.8 formerly smoked 0
1768 Male 44.00 0 0 Rural 95.46 31.4 smokes 0
1769 Female 60.00 0 0 Rural 68.96 30.8 Unknown 0
1770 Female 58.00 0 0 Urban 90.26 36.1 never smoked 0
1771 Female 43.00 0 0 Rural 91.90 32.7 formerly smoked 0
1772 Female 50.00 0 0 Urban 91.08 26.4 never smoked 0
1773 Female 1.48 0 0 Rural 118.55 20.7 Unknown 0
1774 Female 5.00 0 0 Rural 102.04 18.5 Unknown 0
1775 Male 9.00 0 0 Rural 65.52 33.5 Unknown 0
1776 Female 67.00 0 0 Urban 82.09 14.1 never smoked 0
1777 Female 21.00 0 0 Rural 149.90 23.4 Unknown 0
1778 Female 36.00 0 0 Rural 100.33 23.2 never smoked 0
1779 Female 70.00 0 0 Urban 91.25 36.0 Unknown 0
1780 Male 57.00 0 0 Rural 89.81 35.6 never smoked 0
1781 Female 52.00 0 0 Urban 97.32 21.8 smokes 0
1782 Female 28.00 0 0 Rural 75.53 34.9 never smoked 0
1783 Female 41.00 0 0 Rural 121.44 20.4 never smoked 0
1784 Male 81.00 0 0 Urban 83.52 25.0 never smoked 0
1785 Female 33.00 0 0 Rural 57.92 22.3 Unknown 0
1786 Female 31.00 0 0 Rural 75.27 27.3 never smoked 0
1787 Female 42.00 0 0 Urban 80.24 28.9 never smoked 0
1788 Male 10.00 0 0 Urban 88.69 30.4 Unknown 0
1789 Male 34.00 0 0 Urban 69.09 36.9 formerly smoked 0
1790 Female 70.00 0 0 Rural 62.67 27.7 never smoked 0
1791 Male 33.00 0 0 Urban 98.74 44.4 never smoked 0
1792 Female 58.00 0 0 Rural 56.51 28.2 smokes 0
1793 Female 25.00 0 0 Rural 65.95 35.0 never smoked 0
1794 Female 1.40 0 0 Urban 129.07 20.6 Unknown 0
1795 Female 47.00 0 0 Urban 62.47 26.5 never smoked 0
1796 Female 14.00 0 0 Urban 69.82 25.1 never smoked 0
1797 Female 82.00 0 0 Urban 99.68 22.2 Unknown 0
1798 Male 52.00 0 0 Urban 223.35 27.3 formerly smoked 0
1799 Male 72.00 0 1 Rural 74.36 27.3 never smoked 0
1800 Male 52.00 0 1 Rural 102.97 41.9 formerly smoked 0
1801 Female 61.00 1 0 Urban 153.38 38.8 never smoked 0
1802 Female 15.00 0 0 Rural 87.10 18.3 never smoked 0
1803 Female 1.56 0 0 Urban 113.40 19.5 Unknown 0
1804 Male 6.00 0 0 Rural 94.88 17.2 Unknown 0
1805 Male 3.00 0 0 Urban 82.73 20.8 Unknown 0
1806 Male 18.00 0 0 Rural 67.80 23.8 Unknown 0
1807 Female 53.00 0 0 Urban 84.85 24.7 never smoked 0
1808 Male 58.00 0 0 Rural 135.89 23.1 formerly smoked 0
1809 Female 31.00 0 0 Urban 106.13 22.4 never smoked 0
1810 Female 29.00 0 0 Rural 74.33 29.9 smokes 0
1811 Female 5.00 0 0 Rural 109.40 20.0 Unknown 0
1812 Male 40.00 0 0 Rural 75.40 28.7 Unknown 0
1813 Male 75.00 0 0 Rural 87.69 26.2 formerly smoked 0
1814 Male 52.00 0 0 Urban 95.85 29.6 smokes 0
1815 Male 39.00 0 0 Urban 90.36 30.8 formerly smoked 0
1816 Female 40.00 0 0 Rural 63.45 32.7 formerly smoked 0
1817 Female 78.00 1 0 Rural 201.07 21.8 Unknown 0
1818 Female 39.00 0 0 Urban 122.91 35.7 never smoked 0
1819 Female 17.00 0 0 Rural 55.41 25.4 Unknown 0
1820 Male 45.00 1 0 Urban 60.99 32.8 Unknown 0
1821 Male 0.56 0 0 Rural 111.77 21.1 Unknown 0
1822 Female 13.00 0 0 Urban 77.63 31.7 never smoked 0
1823 Male 26.00 0 0 Urban 70.61 20.0 never smoked 0
1824 Female 42.00 0 0 Urban 124.34 34.7 formerly smoked 0
1825 Male 44.00 0 0 Urban 103.44 28.0 never smoked 0
1826 Female 3.00 0 0 Urban 124.50 16.4 Unknown 0
1827 Male 25.00 0 0 Urban 75.50 24.6 never smoked 0
1828 Female 41.00 0 0 Urban 98.85 24.6 never smoked 0
1829 Male 51.00 0 1 Rural 96.06 30.3 Unknown 0
1830 Female 20.00 0 0 Rural 93.74 23.7 Unknown 0
1831 Female 25.00 0 0 Urban 65.60 33.5 never smoked 0
1832 Male 18.00 0 0 Urban 113.24 24.9 Unknown 0
1833 Female 37.00 0 0 Rural 94.77 48.9 Unknown 0
1834 Female 51.00 0 0 Urban 145.22 31.4 Unknown 0
1835 Male 2.00 0 0 Urban 112.92 18.4 Unknown 0
1836 Female 38.00 0 0 Rural 84.79 24.2 formerly smoked 0
1837 Male 64.00 0 1 Urban 103.28 34.3 smokes 0
1838 Male 22.00 0 0 Rural 96.18 25.1 never smoked 0
1839 Male 71.00 1 0 Rural 186.95 33.3 never smoked 0
1840 Female 32.00 0 0 Urban 68.66 22.6 Unknown 0
1841 Female 32.00 0 0 Rural 128.72 26.3 smokes 0
1842 Female 63.00 0 0 Urban 85.04 29.7 formerly smoked 0
1843 Male 0.24 0 0 Rural 146.97 18.5 Unknown 0
1844 Male 54.00 0 0 Urban 65.69 21.4 never smoked 0
1845 Female 25.00 0 0 Rural 97.52 45.5 formerly smoked 0
1846 Female 80.00 0 0 Rural 90.43 34.2 never smoked 0
1847 Female 31.00 0 0 Urban 81.71 32.7 Unknown 0
1848 Male 53.00 0 0 Rural 198.24 38.1 never smoked 0
1849 Male 35.00 0 0 Rural 90.51 26.7 never smoked 0
1850 Male 31.00 0 0 Urban 97.78 22.6 smokes 0
1851 Male 60.00 0 0 Urban 80.74 27.7 Unknown 0
1852 Male 0.56 0 0 Rural 57.02 20.7 Unknown 0
1853 Female 21.00 0 0 Rural 93.00 25.7 never smoked 0
1854 Female 78.00 0 0 Rural 95.37 17.3 Unknown 0
1855 Male 59.00 0 0 Rural 96.25 23.3 formerly smoked 0
1856 Male 0.64 0 0 Rural 86.74 16.2 Unknown 0
1857 Male 10.00 0 0 Urban 63.08 20.5 smokes 0
1858 Male 60.00 0 0 Urban 129.16 33.6 smokes 0
1859 Male 11.00 0 0 Urban 99.79 20.2 Unknown 0
1860 Female 50.00 0 0 Urban 95.01 26.2 formerly smoked 0
1861 Male 69.00 1 0 Urban 229.21 30.1 smokes 0
1862 Female 20.00 0 0 Urban 80.08 25.1 never smoked 0
1863 Female 22.00 0 0 Rural 62.00 32.7 smokes 0
1864 Male 55.00 0 0 Rural 118.69 26.4 Unknown 0
1865 Female 57.00 0 0 Rural 77.57 21.0 Unknown 0
1866 Female 29.00 0 0 Rural 108.75 24.1 Unknown 0
1867 Female 32.00 0 0 Urban 108.23 20.4 Unknown 0
1868 Female 54.00 0 0 Rural 151.33 30.9 formerly smoked 0
1869 Male 37.00 0 0 Rural 82.43 39.1 Unknown 0
1870 Female 58.00 0 0 Rural 107.17 27.7 Unknown 0
1871 Female 41.00 0 0 Rural 91.46 29.5 never smoked 0
1872 Male 72.00 0 0 Urban 81.05 30.3 Unknown 0
1873 Female 32.00 0 0 Urban 114.37 37.8 Unknown 0
1874 Female 54.00 0 0 Urban 100.29 30.2 never smoked 0
1875 Female 79.00 0 0 Urban 68.37 24.2 smokes 0
1876 Male 56.00 0 0 Rural 87.95 25.2 never smoked 0
1877 Female 45.00 0 0 Urban 73.27 22.2 smokes 0
1878 Male 6.00 0 0 Rural 131.43 17.7 Unknown 0
1879 Female 45.00 0 0 Urban 107.29 29.6 never smoked 0
1880 Male 60.00 0 0 Rural 68.24 32.2 Unknown 0
1881 Female 65.00 0 0 Urban 74.01 28.7 smokes 0
1882 Female 57.00 0 0 Urban 95.40 19.5 Unknown 0
1883 Male 58.00 0 0 Rural 95.75 38.5 smokes 0
1884 Male 8.00 0 0 Urban 104.51 20.6 Unknown 0
1885 Male 18.00 0 0 Rural 108.87 21.5 Unknown 0
1886 Male 49.00 0 0 Urban 209.06 43.8 Unknown 0
1887 Male 2.00 0 0 Rural 86.57 18.0 Unknown 0
1888 Female 52.00 0 0 Urban 120.25 28.2 Unknown 0
1889 Female 63.00 0 0 Rural 85.51 26.6 smokes 0
1890 Female 57.00 0 0 Rural 84.18 35.5 never smoked 0
1891 Female 50.00 0 0 Urban 82.37 30.7 never smoked 0
1892 Male 12.00 0 0 Rural 96.15 18.7 Unknown 0
1893 Female 35.00 0 0 Rural 74.55 22.4 never smoked 0
1894 Female 35.00 0 0 Urban 114.45 25.2 smokes 0
1895 Male 64.00 0 0 Rural 113.68 24.2 never smoked 0
1896 Female 42.00 0 0 Rural 107.91 20.5 never smoked 0
1897 Female 62.00 0 0 Rural 83.85 24.5 never smoked 0
1898 Female 3.00 0 0 Urban 101.30 24.8 Unknown 0
1899 Female 43.00 0 0 Rural 72.13 42.6 never smoked 0
1900 Female 52.00 1 0 Urban 94.98 23.8 never smoked 0
1901 Male 64.00 1 0 Rural 228.42 42.3 formerly smoked 0
1902 Male 59.00 0 0 Rural 93.90 42.2 never smoked 0
1903 Female 81.00 0 0 Urban 93.13 26.1 Unknown 0
1904 Female 15.00 0 0 Urban 121.60 22.8 never smoked 0
1905 Male 50.00 0 0 Rural 84.40 42.3 formerly smoked 0
1906 Male 73.00 0 0 Rural 82.13 28.5 never smoked 0
1907 Male 19.00 0 0 Urban 73.33 23.0 never smoked 0
1908 Female 30.00 0 0 Urban 75.88 32.8 Unknown 0
1909 Female 47.00 0 0 Rural 100.41 23.8 never smoked 0
1910 Female 66.00 0 0 Urban 202.05 31.7 smokes 0
1911 Male 47.00 0 0 Urban 71.42 34.9 smokes 0
1912 Female 63.00 0 0 Rural 55.57 26.8 formerly smoked 0
1913 Female 12.00 0 0 Urban 58.14 21.3 never smoked 0
1914 Male 1.32 0 0 Rural 78.53 19.8 Unknown 0
1915 Female 46.00 0 0 Urban 78.79 42.4 smokes 0
1916 Female 8.00 0 0 Urban 96.62 16.4 Unknown 0
1917 Male 74.00 0 0 Rural 65.28 28.2 never smoked 0
1918 Male 74.00 0 0 Rural 92.67 26.3 formerly smoked 0
1919 Female 4.00 0 0 Rural 206.25 17.0 Unknown 0
1920 Female 26.00 0 0 Urban 114.18 23.3 never smoked 0
1921 Female 48.00 0 1 Rural 101.89 25.1 smokes 0
1922 Female 24.00 1 0 Urban 107.22 35.3 smokes 0
1923 Male 47.00 0 0 Rural 101.99 36.3 never smoked 0
1924 Male 70.00 0 0 Rural 72.56 30.4 formerly smoked 0
1925 Male 41.00 1 1 Urban 94.47 43.9 never smoked 0
1926 Female 42.00 0 0 Urban 98.76 26.4 smokes 0
1927 Female 57.00 1 0 Rural 116.93 28.3 never smoked 0
1928 Female 51.00 0 0 Rural 219.96 42.3 never smoked 0
1929 Male 15.00 0 0 Urban 75.77 38.0 never smoked 0
1930 Male 11.00 0 0 Urban 124.35 32.7 Unknown 0
1931 Female 27.00 0 0 Urban 88.97 28.8 never smoked 0
1932 Female 53.00 0 0 Rural 72.49 38.5 never smoked 0
1933 Female 52.00 0 0 Rural 107.27 30.1 Unknown 0
1934 Female 68.00 0 0 Rural 97.96 31.3 never smoked 0
1935 Male 65.00 0 0 Urban 197.69 28.4 smokes 0
1936 Female 23.00 0 0 Rural 112.30 26.6 Unknown 0
1937 Female 43.00 0 0 Urban 75.77 20.4 formerly smoked 0
1938 Male 55.00 0 0 Urban 76.51 34.7 Unknown 0
1939 Female 52.00 0 0 Urban 93.14 32.5 never smoked 0
1940 Female 21.00 0 0 Rural 80.84 30.7 Unknown 0
1941 Male 78.00 1 1 Rural 199.88 29.6 formerly smoked 0
1942 Female 49.00 1 0 Rural 65.34 39.4 never smoked 0
1943 Female 27.00 0 0 Urban 98.71 26.1 formerly smoked 0
1944 Female 52.00 1 0 Rural 170.22 27.2 formerly smoked 0
1945 Female 22.00 0 0 Urban 73.50 41.3 smokes 0
1946 Male 77.00 0 1 Urban 102.96 20.9 formerly smoked 0
1947 Male 57.00 1 0 Urban 80.72 41.5 formerly smoked 0
1948 Male 13.00 0 0 Urban 74.19 31.1 formerly smoked 0
1949 Male 14.00 0 0 Urban 77.12 24.5 formerly smoked 0
1950 Female 29.00 0 0 Urban 81.20 23.0 Unknown 0
1951 Female 49.00 0 0 Rural 114.76 24.7 never smoked 0
1952 Male 1.24 0 0 Urban 109.97 19.3 Unknown 0
1953 Male 21.00 0 0 Urban 92.87 37.0 never smoked 0
1954 Male 36.00 1 0 Urban 113.05 31.0 smokes 0
1955 Male 42.00 0 0 Urban 68.24 33.1 formerly smoked 0
1956 Female 56.00 0 0 Rural 74.35 26.6 smokes 0
1957 Male 46.00 0 0 Urban 91.08 27.7 never smoked 0
1958 Male 79.00 0 1 Urban 88.83 40.3 smokes 0
1959 Female 25.00 0 0 Rural 134.33 19.5 Unknown 0
1960 Male 67.00 0 0 Rural 208.78 26.7 Unknown 0
1961 Male 37.00 0 0 Rural 66.17 26.1 never smoked 0
1962 Female 44.00 0 0 Rural 222.29 38.2 never smoked 0
1963 Female 36.00 0 0 Rural 114.16 21.3 smokes 0
1964 Male 50.00 1 0 Rural 220.36 40.9 formerly smoked 0
1965 Male 53.00 0 0 Urban 76.03 27.3 never smoked 0
1966 Female 39.00 0 0 Urban 73.06 20.9 never smoked 0
1967 Female 71.00 0 1 Urban 187.88 29.2 formerly smoked 0
1968 Female 18.00 0 0 Urban 79.89 17.9 Unknown 0
1969 Male 55.00 0 0 Rural 79.02 38.0 Unknown 0
1970 Male 52.00 0 0 Rural 191.66 26.1 smokes 0
1971 Male 24.00 0 0 Urban 72.29 22.2 Unknown 0
1972 Male 72.00 0 0 Urban 92.59 24.6 formerly smoked 0
1973 Male 41.00 0 0 Rural 80.42 33.4 formerly smoked 0
1974 Female 29.00 0 0 Rural 62.47 34.4 formerly smoked 0
1975 Female 26.00 0 0 Rural 63.94 17.6 never smoked 0
1976 Female 23.00 0 0 Rural 77.73 19.2 never smoked 0
1977 Male 43.00 0 0 Rural 115.79 31.8 Unknown 0
1978 Female 43.00 0 0 Urban 96.30 28.1 smokes 0
1979 Female 49.00 0 0 Rural 107.46 32.1 never smoked 0
1980 Male 13.00 0 0 Rural 108.33 17.4 never smoked 0
1981 Female 26.00 0 0 Rural 89.37 20.2 never smoked 0
1982 Female 10.00 0 0 Urban 93.64 23.4 Unknown 0
1983 Male 39.00 0 0 Urban 217.75 39.5 never smoked 0
1984 Female 41.00 0 0 Rural 83.44 21.5 Unknown 0
1985 Male 25.00 0 0 Rural 93.88 24.3 smokes 0
1986 Male 10.00 0 0 Urban 55.34 15.3 Unknown 0
1987 Female 54.00 0 0 Rural 102.61 32.4 Unknown 0
1988 Male 7.00 0 0 Rural 62.08 16.1 Unknown 0
1989 Female 53.00 0 0 Rural 81.76 34.3 formerly smoked 0
1990 Female 55.00 0 0 Urban 59.20 43.8 never smoked 0
1991 Male 6.00 0 0 Urban 55.61 19.6 Unknown 0
1992 Female 72.00 0 0 Urban 226.88 36.7 formerly smoked 0
1993 Female 42.00 0 0 Urban 65.66 33.7 never smoked 0
1994 Male 50.00 0 0 Urban 58.70 38.9 smokes 0
1995 Female 55.00 1 0 Urban 186.40 28.0 never smoked 0
1996 Female 47.00 0 0 Urban 122.32 23.9 Unknown 0
1997 Male 3.00 0 0 Urban 59.05 16.6 Unknown 0
1998 Female 49.00 0 0 Urban 149.13 42.9 smokes 0
1999 Female 12.00 0 0 Urban 82.39 17.1 never smoked 0
2000 Male 28.00 0 0 Rural 169.49 27.2 Unknown 0
2001 Male 40.00 0 0 Rural 80.25 30.3 formerly smoked 0
2002 Male 55.00 0 0 Urban 203.81 33.9 formerly smoked 0
2003 Male 9.00 0 0 Urban 170.76 20.0 Unknown 0
2004 Female 77.00 0 0 Rural 80.85 19.4 Unknown 0
2005 Male 18.00 0 0 Rural 120.58 21.5 never smoked 0
2006 Male 73.00 0 0 Rural 86.57 28.5 formerly smoked 0
2007 Female 67.00 1 0 Urban 90.01 34.4 smokes 0
2008 Male 58.00 0 0 Rural 68.84 43.7 formerly smoked 0
2009 Female 38.00 0 0 Urban 158.48 33.7 formerly smoked 0
2010 Male 5.00 0 0 Rural 92.56 18.0 Unknown 0
2011 Female 34.00 0 0 Rural 90.15 27.9 formerly smoked 0
2012 Male 78.00 0 0 Rural 80.09 21.8 never smoked 0
2013 Female 57.00 0 0 Rural 189.44 35.8 never smoked 0
2014 Female 17.00 0 0 Rural 70.03 23.1 smokes 0
2015 Female 71.00 0 0 Rural 249.29 30.3 smokes 0
2016 Female 19.00 0 0 Rural 72.52 32.0 Unknown 0
2017 Male 56.00 0 0 Urban 96.93 25.0 smokes 0
2018 Male 64.00 0 1 Urban 211.35 30.7 formerly smoked 0
2019 Male 13.00 0 0 Rural 85.87 24.3 Unknown 0
2020 Male 80.00 0 1 Urban 120.09 30.7 never smoked 0
2021 Female 62.00 1 0 Urban 92.13 33.7 never smoked 0
2022 Male 79.00 1 0 Urban 83.07 26.5 smokes 0
2023 Female 9.00 0 0 Rural 77.67 17.6 Unknown 0
2024 Female 26.00 0 0 Urban 97.24 22.5 never smoked 0
2025 Male 1.72 0 0 Rural 127.29 18.5 Unknown 0
2026 Male 16.00 0 0 Urban 134.80 22.4 never smoked 0
2027 Female 40.00 0 0 Urban 74.65 25.3 formerly smoked 0
2028 Male 46.00 0 0 Urban 85.84 37.3 never smoked 0
2029 Male 45.00 1 0 Urban 90.43 39.7 smokes 0
2030 Female 59.00 0 0 Urban 74.35 28.0 never smoked 0
2031 Female 31.00 0 0 Urban 206.59 41.4 smokes 0
2032 Female 69.00 0 1 Urban 196.33 25.3 never smoked 0
2033 Male 73.00 0 1 Rural 70.23 28.1 never smoked 0
2034 Female 56.00 0 0 Urban 242.94 41.2 never smoked 0
2035 Female 80.00 0 1 Rural 103.06 28.8 never smoked 0
2036 Female 60.00 0 0 Urban 80.86 31.0 smokes 0
2037 Female 40.00 0 0 Urban 114.32 28.3 smokes 0
2038 Female 30.00 0 0 Urban 83.91 23.9 Unknown 0
2039 Female 66.00 0 0 Rural 152.02 44.2 formerly smoked 0
2040 Male 78.00 1 0 Rural 75.19 27.6 never smoked 0
2041 Female 37.00 0 0 Urban 60.61 35.7 formerly smoked 0
2042 Female 41.00 0 0 Rural 89.14 37.4 formerly smoked 0
2043 Female 34.00 0 0 Urban 97.23 27.5 Unknown 0
2044 Female 18.00 0 0 Rural 135.19 23.4 never smoked 0
2045 Male 69.00 0 0 Urban 78.48 25.8 formerly smoked 0
2046 Male 28.00 0 0 Urban 75.92 22.8 never smoked 0
2047 Female 3.00 0 0 Urban 93.30 19.5 Unknown 0
2048 Female 57.00 0 0 Urban 97.39 38.0 Unknown 0
2049 Male 34.00 0 0 Rural 134.61 23.4 never smoked 0
2050 Male 50.00 0 0 Rural 104.02 29.5 never smoked 0
2051 Male 55.00 0 1 Urban 56.90 28.2 never smoked 0
2052 Male 2.00 0 0 Rural 112.66 14.2 Unknown 0
2053 Female 27.00 0 0 Rural 226.75 28.9 Unknown 0
2054 Male 57.00 0 0 Rural 76.28 31.4 formerly smoked 0
2055 Female 73.00 0 0 Urban 90.01 32.4 formerly smoked 0
2056 Female 52.00 0 0 Rural 107.84 22.0 formerly smoked 0
2057 Female 65.00 0 0 Rural 71.06 26.4 never smoked 0
2058 Male 48.00 1 0 Urban 185.00 26.1 never smoked 0
2059 Male 54.00 1 0 Rural 104.42 37.6 smokes 0
2060 Male 8.00 0 0 Urban 89.57 18.8 Unknown 0
2061 Male 45.00 1 0 Rural 136.20 23.8 Unknown 0
2062 Female 77.00 0 0 Rural 104.23 23.8 smokes 0
2063 Female 34.00 0 0 Urban 133.82 20.4 never smoked 0
2064 Female 33.00 0 0 Rural 80.82 40.3 never smoked 0
2065 Male 39.00 0 0 Rural 102.35 23.6 never smoked 0
2066 Male 39.00 0 0 Rural 88.48 34.3 never smoked 0
2067 Male 40.00 0 0 Rural 88.81 32.7 Unknown 0
2068 Female 46.00 0 0 Rural 75.09 28.7 never smoked 0
2069 Female 1.00 0 0 Urban 199.83 24.5 Unknown 0
2070 Female 5.00 0 0 Rural 73.69 24.8 Unknown 0
2071 Male 14.00 0 0 Urban 111.27 23.2 Unknown 0
2072 Female 49.00 0 0 Rural 68.44 23.0 smokes 0
2073 Female 45.00 0 0 Urban 65.36 39.3 never smoked 0
2074 Female 13.00 0 0 Urban 94.12 20.1 never smoked 0
2075 Female 76.00 0 0 Rural 96.24 25.4 never smoked 0
2076 Male 14.00 0 0 Rural 91.25 23.8 Unknown 0
2077 Female 20.00 0 0 Rural 77.29 28.4 never smoked 0
2078 Female 9.00 0 0 Rural 125.09 15.4 Unknown 0
2079 Female 78.00 0 1 Urban 107.18 28.2 never smoked 0
2080 Male 49.00 0 0 Urban 130.07 26.0 never smoked 0
2081 Female 55.00 0 0 Urban 57.30 41.5 never smoked 0
2082 Female 43.00 0 0 Rural 101.35 32.2 never smoked 0
2083 Female 16.00 0 0 Rural 94.03 25.7 never smoked 0
2084 Male 58.00 0 1 Urban 227.81 33.0 formerly smoked 0
2085 Male 67.00 0 0 Urban 66.67 35.0 smokes 0
2086 Female 71.00 0 0 Urban 240.81 27.4 never smoked 0
2087 Male 8.00 0 0 Urban 88.02 16.4 Unknown 0
2088 Female 18.00 0 0 Urban 152.87 31.5 Unknown 0
2089 Female 47.00 0 0 Urban 96.04 29.2 Unknown 0
2090 Male 59.00 0 0 Urban 60.35 25.9 formerly smoked 0
2091 Male 28.00 0 0 Urban 118.66 32.3 never smoked 0
2092 Male 67.00 0 0 Urban 58.51 30.4 formerly smoked 0
2093 Male 71.00 0 0 Urban 96.04 45.1 formerly smoked 0
2094 Female 56.00 0 0 Rural 110.92 25.9 Unknown 0
2095 Female 44.00 0 0 Rural 92.72 36.6 never smoked 0
2096 Female 6.00 0 0 Rural 108.23 18.6 Unknown 0
2097 Female 78.00 0 0 Rural 56.34 27.5 Unknown 0
2098 Female 32.00 0 0 Rural 61.83 31.3 never smoked 0
2099 Female 40.00 0 0 Rural 131.99 37.5 never smoked 0
2100 Female 63.00 0 0 Rural 136.81 23.1 smokes 0
2101 Male 51.00 0 0 Rural 239.28 35.0 never smoked 0
2102 Male 22.00 0 0 Urban 131.30 27.0 never smoked 0
2103 Female 82.00 0 0 Rural 117.75 29.8 never smoked 0
2104 Female 17.00 0 0 Urban 78.46 23.5 Unknown 0
2105 Female 34.00 0 0 Rural 83.53 48.5 formerly smoked 0
2106 Male 42.00 0 0 Rural 145.50 31.8 formerly smoked 0
2107 Female 32.00 0 0 Urban 88.33 20.0 Unknown 0
2108 Male 73.00 0 0 Rural 101.25 29.4 formerly smoked 0
2109 Female 47.00 0 0 Urban 131.43 24.3 never smoked 0
2110 Female 34.00 0 0 Rural 231.50 45.4 never smoked 0
2111 Male 64.00 0 1 Rural 82.89 29.5 never smoked 0
2112 Male 55.00 0 0 Rural 82.88 29.4 Unknown 0
2113 Female 64.00 1 0 Rural 99.40 29.1 never smoked 0
2114 Male 23.00 0 0 Urban 77.75 38.8 smokes 0
2115 Male 18.00 0 0 Rural 75.03 23.4 never smoked 0
2116 Female 65.00 0 0 Rural 220.47 48.7 never smoked 0
2117 Male 12.00 0 0 Rural 196.91 19.7 Unknown 0
2118 Female 61.00 0 0 Urban 180.80 20.3 never smoked 0
2119 Male 66.00 0 0 Urban 247.48 33.5 smokes 0
2120 Male 59.00 0 0 Urban 216.00 36.7 smokes 0
2121 Male 47.00 1 0 Urban 75.64 24.4 never smoked 0
2122 Female 47.00 0 0 Urban 95.07 38.8 formerly smoked 0
2123 Female 71.00 1 0 Urban 129.97 44.2 smokes 0
2124 Male 62.00 0 0 Urban 124.26 33.4 never smoked 0
2125 Female 28.00 0 0 Urban 87.92 32.5 Unknown 0
2126 Female 7.00 0 0 Rural 85.15 15.1 Unknown 0
2127 Female 68.00 0 0 Rural 95.36 21.5 smokes 0
2128 Male 37.00 0 0 Urban 87.16 30.4 formerly smoked 0
2129 Female 75.00 0 0 Rural 219.39 33.4 smokes 0
2130 Male 5.00 0 0 Urban 71.92 18.2 Unknown 0
2131 Male 1.08 0 0 Urban 167.66 18.7 Unknown 0
2132 Female 34.00 0 0 Rural 87.21 38.4 Unknown 0
2133 Male 49.00 0 0 Rural 220.47 36.4 smokes 0
2134 Female 8.00 0 0 Urban 80.47 20.6 Unknown 0
2135 Female 50.00 0 0 Urban 89.95 48.9 formerly smoked 0
2136 Male 2.00 0 0 Rural 111.32 18.2 Unknown 0
2137 Female 1.16 0 0 Urban 65.01 17.0 Unknown 0
2138 Female 76.00 0 0 Urban 110.07 31.8 never smoked 0
2139 Male 18.00 0 0 Urban 60.56 33.0 never smoked 0
2140 Male 82.00 0 0 Urban 89.83 24.7 smokes 0
2141 Female 67.00 0 0 Rural 90.35 28.1 Unknown 0
2142 Female 27.00 0 0 Urban 71.50 40.3 smokes 0
2143 Male 57.00 0 0 Urban 71.71 35.2 smokes 0
2144 Female 51.00 1 0 Urban 173.96 31.2 formerly smoked 0
2145 Male 68.00 1 0 Urban 96.06 37.6 never smoked 0
2146 Female 56.00 0 0 Urban 113.20 38.7 smokes 0
2147 Female 18.00 0 0 Rural 73.29 28.1 smokes 0
2148 Female 63.00 0 0 Urban 65.71 29.2 smokes 0
2149 Female 31.00 0 0 Rural 60.41 31.1 Unknown 0
2150 Female 37.00 0 0 Urban 89.11 24.1 never smoked 0
2151 Female 64.00 0 0 Urban 63.32 18.7 formerly smoked 0
2152 Male 47.00 0 0 Urban 85.68 39.6 never smoked 0
2153 Female 1.80 0 0 Urban 162.93 15.7 Unknown 0
2154 Male 37.00 0 0 Rural 91.68 32.4 formerly smoked 0
2155 Female 69.00 0 1 Urban 198.33 42.7 smokes 0
2156 Female 13.00 0 0 Rural 85.81 18.6 Unknown 0
2157 Male 73.00 0 0 Rural 79.59 31.4 smokes 0
2158 Male 48.00 0 0 Rural 106.74 33.7 formerly smoked 0
2159 Female 78.00 1 0 Urban 191.33 24.5 never smoked 0
2160 Female 21.00 0 0 Rural 59.52 33.7 never smoked 0
2161 Male 54.00 0 0 Rural 206.52 35.4 smokes 0
2162 Male 19.00 0 0 Rural 64.92 22.5 Unknown 0
2163 Female 82.00 0 0 Urban 80.00 33.6 never smoked 0
2164 Female 80.00 0 0 Urban 75.06 29.7 Unknown 0
2165 Female 21.00 0 0 Urban 91.18 25.7 never smoked 0
2166 Female 46.00 0 0 Rural 85.81 20.2 formerly smoked 0
2167 Male 6.00 0 0 Rural 64.55 17.4 Unknown 0
2168 Female 3.00 0 0 Rural 97.31 22.2 Unknown 0
2169 Male 47.00 0 0 Rural 111.15 23.8 never smoked 0
2170 Male 34.00 0 0 Urban 80.97 28.7 never smoked 0
2171 Female 41.00 0 0 Rural 89.88 33.1 formerly smoked 0
2172 Female 67.00 0 0 Rural 62.66 28.0 formerly smoked 0
2173 Female 5.00 0 0 Urban 122.25 16.7 Unknown 0
2174 Male 20.00 0 0 Rural 87.08 27.1 never smoked 0
2175 Female 63.00 0 0 Rural 85.00 26.4 smokes 0
2176 Female 73.00 0 0 Urban 100.49 23.7 smokes 0
2177 Male 62.00 0 0 Urban 145.37 33.3 Unknown 0
2178 Male 0.88 0 0 Urban 112.19 18.9 Unknown 0
2179 Male 50.00 1 0 Rural 79.73 25.5 smokes 0
2180 Male 71.00 0 1 Rural 101.13 35.9 formerly smoked 0
2181 Female 30.00 0 0 Urban 101.98 23.2 Unknown 0
2182 Female 80.00 0 1 Rural 98.39 22.2 smokes 0
2183 Female 64.00 0 0 Rural 128.04 34.0 smokes 0
2184 Male 7.00 0 0 Urban 98.12 20.4 Unknown 0
2185 Female 36.00 0 0 Urban 216.96 34.5 Unknown 0
2186 Male 79.00 0 0 Rural 94.92 31.9 Unknown 0
2187 Female 35.00 0 0 Rural 83.27 19.8 formerly smoked 0
2188 Female 28.00 0 0 Rural 96.86 29.0 Unknown 0
2189 Male 72.00 0 0 Rural 99.73 36.7 formerly smoked 0
2190 Female 12.00 0 0 Rural 91.71 21.3 Unknown 0
2191 Male 25.00 0 0 Rural 65.77 23.7 smokes 0
2192 Female 27.00 0 0 Urban 161.57 25.7 smokes 0
2193 Female 62.00 1 0 Rural 74.32 34.0 never smoked 0
2194 Male 58.00 0 0 Rural 170.93 30.7 Unknown 0
2195 Female 30.00 0 0 Urban 74.43 44.8 never smoked 0
2196 Male 56.00 0 0 Rural 86.36 27.7 formerly smoked 0
2197 Female 28.00 0 0 Rural 97.06 23.2 Unknown 0
2198 Male 47.00 0 0 Rural 110.38 30.1 Unknown 0
2199 Female 16.00 0 0 Rural 79.03 29.3 Unknown 0
2200 Female 29.00 0 0 Rural 62.48 29.5 never smoked 0
2201 Male 26.00 0 0 Rural 55.62 25.8 never smoked 0
2202 Female 26.00 0 0 Rural 84.90 26.2 never smoked 0
2203 Male 55.00 0 0 Rural 232.81 28.8 Unknown 0
2204 Female 29.00 0 0 Rural 86.55 29.8 smokes 0
2205 Female 29.00 0 0 Rural 118.61 26.5 never smoked 0
2206 Female 33.00 0 0 Rural 80.21 27.8 formerly smoked 0
2207 Female 19.00 1 0 Rural 65.96 29.0 never smoked 0
2208 Female 10.00 0 0 Urban 61.34 19.1 Unknown 0
2209 Female 3.00 0 0 Urban 116.60 17.1 Unknown 0
2210 Female 60.00 0 0 Urban 85.13 24.6 Unknown 0
2211 Female 16.00 0 0 Rural 86.32 18.3 Unknown 0
2212 Male 35.00 0 0 Rural 69.22 42.8 never smoked 0
2213 Female 41.00 0 0 Urban 140.93 46.5 Unknown 0
2214 Female 19.00 0 0 Urban 83.43 38.4 Unknown 0
2215 Female 79.00 0 0 Urban 207.95 26.0 formerly smoked 0
2216 Female 41.00 0 0 Rural 134.29 26.8 smokes 0
2217 Male 1.64 0 0 Urban 115.12 21.1 Unknown 0
2218 Female 51.00 0 0 Urban 86.25 29.0 never smoked 0
2219 Female 33.00 0 0 Rural 112.94 43.0 never smoked 0
2220 Female 33.00 0 0 Rural 73.54 36.6 smokes 0
2221 Male 48.00 0 0 Urban 80.86 27.5 Unknown 0
2222 Male 45.00 0 0 Rural 83.91 40.2 Unknown 0
2223 Female 61.00 0 0 Rural 69.91 37.1 never smoked 0
2224 Male 31.00 0 0 Rural 95.62 32.0 smokes 0
2225 Male 60.00 1 0 Urban 63.95 32.2 never smoked 0
2226 Male 51.00 0 0 Rural 122.50 20.6 Unknown 0
2227 Male 53.00 0 0 Rural 86.00 24.1 never smoked 0
2228 Male 52.00 0 0 Urban 120.27 25.0 never smoked 0
2229 Female 42.00 0 0 Urban 56.71 25.2 Unknown 0
2230 Female 56.00 0 0 Rural 131.63 27.6 never smoked 0
2231 Male 14.00 0 0 Urban 79.36 48.8 never smoked 0
2232 Female 40.00 0 0 Urban 120.77 27.6 never smoked 0
2233 Female 58.00 0 0 Rural 100.42 39.5 smokes 0
2234 Female 52.00 1 0 Urban 155.86 27.2 smokes 0
2235 Male 30.00 0 0 Rural 66.01 26.3 smokes 0
2236 Female 47.00 0 0 Urban 86.99 28.9 smokes 0
2237 Female 34.00 0 0 Urban 90.55 30.0 never smoked 0
2238 Female 82.00 0 1 Rural 229.58 23.7 Unknown 0
2239 Female 31.00 0 0 Urban 60.06 25.5 smokes 0
2240 Female 58.00 0 0 Rural 65.66 24.6 formerly smoked 0
2241 Female 47.00 0 0 Urban 104.70 20.7 smokes 0
2242 Male 65.00 1 0 Urban 113.86 36.4 never smoked 0
2243 Female 13.00 0 0 Rural 99.49 23.4 Unknown 0
2244 Male 37.00 1 0 Urban 165.99 32.3 never smoked 0
2245 Male 9.00 0 0 Urban 114.99 18.8 Unknown 0
2246 Female 7.00 0 0 Urban 79.58 15.5 Unknown 0
2247 Female 37.00 0 0 Rural 77.37 21.4 never smoked 0
2248 Male 62.00 0 0 Urban 93.55 31.7 never smoked 0
2249 Male 14.00 0 0 Urban 187.22 29.7 Unknown 0
2250 Female 77.00 0 0 Rural 167.59 34.3 formerly smoked 0
2251 Male 36.00 0 0 Urban 98.03 22.1 smokes 0
2252 Female 3.00 0 0 Urban 88.79 21.5 Unknown 0
2253 Male 78.00 1 1 Urban 92.90 30.4 smokes 0
2254 Female 49.00 0 0 Urban 117.34 21.6 never smoked 0
2255 Male 44.00 0 0 Urban 80.75 30.9 never smoked 0
2256 Male 10.00 0 0 Rural 77.51 21.9 Unknown 0
2257 Male 8.00 0 0 Urban 105.63 19.2 Unknown 0
2258 Female 60.00 0 0 Urban 114.34 30.3 smokes 0
2259 Female 56.00 0 0 Rural 227.04 23.0 smokes 0
2260 Female 73.00 0 0 Urban 87.56 24.1 never smoked 0
2261 Female 34.00 0 0 Rural 96.26 27.6 Unknown 0
2262 Male 13.00 0 0 Rural 116.64 23.9 Unknown 0
2263 Female 80.00 0 0 Urban 79.57 26.9 never smoked 0
2264 Male 46.00 0 0 Rural 78.44 23.9 never smoked 0
2265 Female 80.00 0 0 Urban 64.15 40.5 never smoked 0
2266 Female 65.00 0 0 Urban 74.50 32.0 never smoked 0
2267 Female 24.00 0 0 Urban 70.32 20.5 Unknown 0
2268 Female 33.00 0 0 Urban 84.48 44.5 never smoked 0
2269 Male 11.00 0 0 Urban 144.08 16.2 formerly smoked 0
2270 Female 57.00 0 0 Rural 78.14 35.8 never smoked 0
2271 Female 19.00 0 0 Urban 133.58 24.0 never smoked 0
2272 Male 82.00 0 0 Urban 214.42 33.9 formerly smoked 0
2273 Female 39.00 0 0 Urban 80.63 36.0 smokes 0
2274 Female 14.00 0 0 Rural 233.71 22.9 never smoked 0
2275 Female 60.00 1 0 Urban 96.00 44.5 smokes 0
2276 Female 3.00 0 0 Urban 74.52 17.5 Unknown 0
2277 Female 57.00 0 0 Rural 131.40 32.3 never smoked 0
2278 Male 79.00 0 0 Urban 216.40 30.3 never smoked 0
2279 Female 65.00 0 0 Rural 108.80 33.5 Unknown 0
2280 Female 67.00 1 0 Urban 97.06 30.9 never smoked 0
2281 Female 60.00 0 0 Rural 266.59 25.5 never smoked 0
2282 Female 36.00 0 0 Rural 55.58 30.0 never smoked 0
2283 Male 36.00 0 0 Urban 65.87 32.2 formerly smoked 0
2284 Female 26.00 0 0 Urban 89.28 21.7 smokes 0
2285 Male 71.00 0 0 Urban 56.12 24.7 Unknown 0
2286 Male 78.00 0 0 Urban 74.70 28.8 formerly smoked 0
2287 Male 77.00 0 0 Urban 83.06 27.0 Unknown 0
2288 Male 74.00 0 0 Urban 227.94 26.0 Unknown 0
2289 Female 50.00 0 0 Rural 84.88 27.1 never smoked 0
2290 Male 9.00 0 0 Urban 64.20 18.5 Unknown 0
2291 Male 1.64 0 0 Rural 137.22 18.8 Unknown 0
2292 Female 54.00 0 0 Urban 81.44 31.5 formerly smoked 0
2293 Male 8.00 0 0 Rural 90.26 18.1 Unknown 0
2294 Female 36.00 0 0 Urban 68.48 24.3 never smoked 0
2295 Female 38.00 0 0 Urban 100.02 28.0 never smoked 0
2296 Female 7.00 0 0 Urban 156.82 17.3 Unknown 0
2297 Female 5.00 0 0 Urban 81.66 17.2 Unknown 0
2298 Male 14.00 0 0 Rural 112.22 26.9 Unknown 0
2299 Male 0.88 0 0 Urban 90.62 22.4 Unknown 0
2300 Female 30.00 0 0 Rural 72.49 25.8 never smoked 0
2301 Female 39.00 0 0 Urban 107.47 21.3 Unknown 0
2302 Female 17.00 0 0 Rural 92.11 43.0 never smoked 0
2303 Female 14.00 0 0 Rural 70.54 24.4 formerly smoked 0
2304 Female 52.00 0 0 Rural 205.00 30.1 never smoked 0
2305 Male 78.00 0 0 Rural 126.39 21.3 smokes 0
2306 Female 2.00 0 0 Rural 89.72 17.8 Unknown 0
2307 Male 32.00 0 0 Urban 92.08 28.4 smokes 0
2308 Male 0.88 0 0 Urban 85.38 23.4 Unknown 0
2309 Female 50.00 0 0 Rural 95.25 24.3 never smoked 0
2310 Female 48.00 0 0 Rural 75.91 27.8 Unknown 0
2311 Male 66.00 0 0 Rural 203.44 30.5 formerly smoked 0
2312 Male 46.00 0 0 Urban 88.23 25.8 Unknown 0
2313 Female 54.00 0 0 Rural 97.47 26.7 never smoked 0
2314 Female 81.00 1 1 Rural 59.28 28.1 never smoked 0
2315 Female 15.00 0 0 Rural 101.15 22.2 Unknown 0
2316 Male 77.00 0 0 Urban 68.38 25.1 Unknown 0
2317 Female 59.00 0 0 Rural 55.46 20.9 never smoked 0
2318 Female 48.00 0 0 Urban 113.87 28.9 never smoked 0
2319 Male 49.00 0 0 Rural 96.35 35.9 never smoked 0
2320 Female 44.00 0 0 Urban 127.21 29.8 smokes 0
2321 Female 39.00 0 0 Urban 78.90 26.7 never smoked 0
2322 Male 34.00 0 0 Urban 59.91 28.4 formerly smoked 0
2323 Male 50.00 0 0 Urban 160.94 26.7 smokes 0
2324 Male 62.00 0 0 Rural 59.61 32.5 Unknown 0
2325 Female 38.00 0 0 Urban 87.94 43.8 never smoked 0
2326 Female 43.00 0 0 Rural 97.55 28.3 formerly smoked 0
2327 Male 28.00 0 0 Urban 116.02 36.6 formerly smoked 0
2328 Female 58.00 0 0 Rural 127.32 33.1 smokes 0
2329 Male 28.00 0 0 Urban 75.50 27.0 smokes 0
2330 Male 18.00 0 0 Urban 79.35 23.6 Unknown 0
2331 Male 31.00 0 0 Rural 108.56 21.8 never smoked 0
2332 Male 55.00 1 0 Urban 168.06 23.5 smokes 0
2333 Female 54.00 0 0 Urban 75.52 28.7 formerly smoked 0
2334 Male 73.00 0 1 Rural 82.15 31.6 formerly smoked 0
2335 Male 26.00 0 0 Urban 200.28 31.9 formerly smoked 0
2336 Male 73.00 0 1 Rural 62.44 25.2 smokes 0
2337 Female 38.00 0 0 Rural 84.31 25.9 smokes 0
2338 Male 75.00 1 1 Rural 221.43 32.5 Unknown 0
2339 Male 81.00 0 0 Urban 165.47 28.1 Unknown 0
2340 Female 20.00 0 0 Rural 96.69 27.4 smokes 0
2341 Female 12.00 0 0 Urban 63.98 21.2 formerly smoked 0
2342 Male 78.00 0 1 Urban 145.03 26.8 formerly smoked 0
2343 Female 42.00 0 0 Urban 98.53 18.5 never smoked 0
2344 Male 16.00 0 0 Rural 134.23 30.6 Unknown 0
2345 Male 4.00 0 0 Rural 62.48 19.9 Unknown 0
2346 Male 60.00 0 0 Rural 70.52 26.5 formerly smoked 0
2347 Female 45.00 1 0 Urban 93.21 43.8 never smoked 0
2348 Male 23.00 0 0 Rural 82.39 31.8 Unknown 0
2349 Male 21.00 0 0 Rural 88.29 36.6 smokes 0
2350 Female 67.00 0 0 Rural 80.18 22.9 formerly smoked 0
2351 Male 10.00 0 0 Rural 84.02 18.7 never smoked 0
2352 Female 24.00 0 0 Rural 69.72 29.6 never smoked 0
2353 Male 50.00 0 0 Urban 192.16 43.6 never smoked 0
2354 Male 14.00 0 0 Urban 101.87 20.3 never smoked 0
2355 Female 13.00 0 0 Rural 77.55 21.3 Unknown 0
2356 Male 71.00 0 1 Urban 215.72 39.2 smokes 0
2357 Male 32.00 0 0 Rural 91.93 30.2 never smoked 0
2358 Male 46.00 0 0 Urban 58.63 35.3 never smoked 0
2359 Male 48.00 1 0 Urban 173.14 37.0 smokes 0
2360 Female 45.00 0 0 Urban 106.83 32.1 formerly smoked 0
2361 Male 55.00 0 0 Urban 84.44 30.5 formerly smoked 0
2362 Female 31.00 0 0 Urban 92.16 22.8 never smoked 0
2363 Male 25.00 0 0 Urban 85.96 34.5 formerly smoked 0
2364 Male 73.00 1 0 Rural 202.57 37.4 never smoked 0
2365 Female 14.00 0 0 Rural 65.41 19.5 Unknown 0
2366 Male 60.00 0 0 Rural 62.60 30.4 Unknown 0
2367 Male 27.00 0 0 Urban 150.10 25.3 never smoked 0
2368 Female 28.00 0 0 Rural 94.15 23.1 smokes 0
2369 Male 46.00 1 0 Urban 65.50 30.7 never smoked 0
2370 Female 11.00 0 0 Urban 81.31 18.8 never smoked 0
2371 Female 63.00 0 0 Rural 78.96 28.6 never smoked 0
2372 Female 59.00 0 0 Rural 123.47 27.5 Unknown 0
2373 Male 57.00 0 0 Urban 90.40 26.5 never smoked 0
2374 Female 35.00 0 0 Urban 71.59 40.3 never smoked 0
2375 Male 54.00 0 0 Rural 209.50 37.9 formerly smoked 0
2376 Male 7.00 0 0 Urban 86.60 17.1 Unknown 0
2377 Male 69.00 1 0 Rural 87.93 33.6 never smoked 0
2378 Male 59.00 0 0 Rural 203.16 43.4 Unknown 0
2379 Female 72.00 1 0 Rural 112.12 30.5 never smoked 0
2380 Male 49.00 0 0 Urban 92.02 38.1 never smoked 0
2381 Female 73.00 1 0 Rural 60.98 29.9 formerly smoked 0
2382 Female 24.00 0 0 Urban 86.35 32.7 never smoked 0
2383 Male 26.00 0 0 Rural 71.26 28.6 Unknown 0
2384 Male 27.00 0 0 Urban 72.61 38.5 never smoked 0
2385 Female 78.00 0 1 Urban 110.78 22.9 never smoked 0
2386 Female 77.00 0 0 Urban 99.78 38.0 never smoked 0
2387 Female 59.00 0 0 Rural 201.45 43.8 smokes 0
2388 Male 0.32 0 0 Urban 127.78 20.8 Unknown 0
2389 Male 39.00 0 0 Rural 121.32 26.8 never smoked 0
2390 Female 35.00 0 0 Urban 83.89 25.5 never smoked 0
2391 Female 75.00 0 1 Urban 206.15 25.4 never smoked 0
2392 Female 80.00 0 0 Rural 102.90 26.7 Unknown 0
2393 Female 22.00 0 0 Urban 123.23 21.3 Unknown 0
2394 Male 39.00 0 0 Rural 71.30 34.7 never smoked 0
2395 Male 6.00 0 0 Rural 79.05 17.9 Unknown 0
2396 Female 62.00 0 0 Rural 102.21 36.3 never smoked 0
2397 Female 13.00 0 0 Urban 105.22 18.4 Unknown 0
2398 Male 56.00 0 0 Rural 84.58 34.5 Unknown 0
2399 Male 53.00 0 1 Urban 77.30 33.4 never smoked 0
2400 Male 5.00 0 0 Rural 74.79 19.4 Unknown 0
2401 Female 44.00 0 0 Rural 88.75 25.6 Unknown 0
2402 Male 13.00 0 0 Rural 97.97 24.5 never smoked 0
2403 Female 59.00 0 0 Rural 79.18 30.0 Unknown 0
2404 Female 35.00 0 0 Urban 81.33 28.9 never smoked 0
2405 Female 52.00 0 0 Urban 126.68 28.1 never smoked 0
2406 Female 76.00 0 0 Urban 196.61 23.0 never smoked 0
2407 Female 51.00 0 0 Urban 219.92 33.5 formerly smoked 0
2408 Female 79.00 0 0 Rural 79.16 34.8 formerly smoked 0
2409 Female 69.00 0 0 Urban 99.68 17.6 formerly smoked 0
2410 Female 78.00 0 0 Urban 79.55 21.1 formerly smoked 0
2411 Male 60.00 0 0 Rural 87.86 29.0 formerly smoked 0
2412 Male 10.00 0 0 Urban 76.92 15.8 Unknown 0
2413 Male 42.00 1 0 Rural 77.24 41.2 Unknown 0
2414 Male 21.00 0 0 Urban 120.94 29.7 formerly smoked 0
2415 Female 56.00 0 0 Rural 77.66 40.8 never smoked 0
2416 Male 59.00 0 0 Rural 231.95 33.2 never smoked 0
2417 Female 69.00 0 0 Urban 111.48 37.0 smokes 0
2418 Female 25.00 0 0 Urban 84.25 24.5 Unknown 0
2419 Male 63.00 0 0 Rural 216.38 34.5 never smoked 0
2420 Male 25.00 0 0 Rural 95.01 28.0 never smoked 0
2421 Female 58.00 0 0 Urban 105.74 26.8 formerly smoked 0
2422 Female 28.00 0 0 Rural 58.41 21.0 Unknown 0
2423 Female 46.00 0 0 Urban 56.89 23.8 smokes 0
2424 Male 53.00 0 0 Urban 86.25 29.3 never smoked 0
2425 Female 37.00 0 0 Rural 86.49 24.4 Unknown 0
2426 Male 12.00 0 0 Rural 115.47 22.6 Unknown 0
2427 Female 14.00 0 0 Rural 92.22 22.8 Unknown 0
2428 Female 60.00 0 0 Rural 83.16 29.7 smokes 0
2429 Male 42.00 0 0 Rural 110.68 32.4 formerly smoked 0
2430 Female 65.00 0 0 Rural 70.06 35.8 Unknown 0
2431 Male 80.00 1 0 Urban 213.33 31.1 formerly smoked 0
2432 Male 32.00 0 0 Urban 93.52 31.9 Unknown 0
2433 Female 53.00 0 0 Rural 87.62 33.7 smokes 0
2434 Female 50.00 0 0 Rural 77.67 25.6 never smoked 0
2435 Female 23.00 0 0 Rural 95.66 19.9 smokes 0
2436 Female 45.00 0 0 Urban 172.33 45.3 formerly smoked 0
2437 Female 0.80 0 0 Urban 106.59 15.5 Unknown 0
2438 Male 49.00 0 0 Urban 87.06 28.3 never smoked 0
2439 Male 70.00 0 1 Rural 93.02 40.2 formerly smoked 0
2440 Female 82.00 0 0 Urban 243.59 24.3 never smoked 0
2441 Male 23.00 0 0 Urban 86.70 24.6 Unknown 0
2442 Female 79.00 0 0 Rural 97.81 26.6 formerly smoked 0
2443 Female 74.00 0 0 Urban 116.04 30.9 never smoked 0
2444 Male 78.00 0 1 Urban 169.43 23.5 formerly smoked 0
2445 Female 50.00 0 0 Rural 68.41 23.9 smokes 0
2446 Female 34.00 0 0 Rural 94.44 34.2 Unknown 0
2447 Male 47.00 0 0 Urban 73.48 34.9 smokes 0
2448 Female 52.00 0 0 Rural 183.87 26.2 never smoked 0
2449 Female 67.00 0 0 Rural 66.08 36.2 never smoked 0
2450 Female 62.00 0 0 Rural 72.19 22.4 Unknown 0
2451 Female 18.00 0 0 Rural 101.09 19.3 smokes 0
2452 Female 75.00 1 0 Urban 88.83 41.7 never smoked 0
2453 Female 42.00 0 0 Rural 69.99 46.0 smokes 0
2454 Male 29.00 0 0 Urban 102.40 26.9 smokes 0
2455 Male 52.00 0 0 Rural 87.26 40.1 smokes 0
2456 Female 18.00 0 0 Urban 146.59 27.7 Unknown 0
2457 Male 67.00 0 0 Rural 59.00 29.5 Unknown 0
2458 Female 66.00 0 0 Urban 76.83 26.0 never smoked 0
2459 Male 5.00 0 0 Urban 101.83 22.7 Unknown 0
2460 Female 18.00 0 0 Urban 90.92 16.0 never smoked 0
2461 Male 52.00 0 0 Urban 67.50 27.7 smokes 0
2462 Female 44.00 0 0 Urban 97.16 33.1 Unknown 0
2463 Male 46.00 1 0 Urban 85.62 33.1 formerly smoked 0
2464 Female 36.00 0 0 Rural 129.43 29.7 never smoked 0
2465 Female 61.00 0 0 Urban 106.01 34.0 smokes 0
2466 Female 7.00 0 0 Rural 114.82 33.3 Unknown 0
2467 Female 15.00 0 0 Urban 121.39 27.0 Unknown 0
2468 Male 61.00 0 0 Urban 227.98 14.2 Unknown 0
2469 Male 20.00 0 0 Urban 78.97 19.4 never smoked 0
2470 Female 2.00 0 0 Urban 84.12 15.3 Unknown 0
2471 Male 47.00 0 0 Urban 95.04 28.7 never smoked 0
2472 Female 25.00 0 0 Rural 103.15 21.0 smokes 0
2473 Male 66.00 1 0 Urban 82.91 28.9 formerly smoked 0
2474 Male 2.00 0 0 Urban 70.93 20.3 Unknown 0
2475 Female 63.00 0 0 Rural 153.60 28.0 formerly smoked 0
2476 Female 53.00 0 0 Urban 129.43 29.6 never smoked 0
2477 Female 33.00 0 0 Rural 81.00 30.2 formerly smoked 0
2478 Female 23.00 0 0 Rural 71.81 22.2 Unknown 0
2479 Female 23.00 0 0 Urban 84.46 28.4 formerly smoked 0
2480 Female 81.00 0 0 Rural 101.32 29.6 formerly smoked 0
2481 Male 55.00 0 0 Urban 62.56 28.6 never smoked 0
2482 Female 69.00 1 0 Urban 208.20 32.6 formerly smoked 0
2483 Male 58.00 0 0 Urban 199.42 29.0 never smoked 0
2484 Female 70.00 0 0 Urban 91.28 30.1 Unknown 0
2485 Female 48.00 0 0 Urban 77.99 31.2 formerly smoked 0
2486 Male 15.00 0 0 Urban 190.13 20.7 never smoked 0
2487 Male 31.00 1 0 Urban 149.68 45.1 never smoked 0
2488 Female 2.00 0 0 Rural 92.30 14.8 Unknown 0
2489 Male 80.00 0 0 Rural 235.54 37.4 formerly smoked 0
2490 Female 69.00 0 0 Rural 84.46 19.9 Unknown 0
2491 Female 52.00 0 0 Rural 68.70 16.0 Unknown 0
2492 Male 80.00 1 0 Urban 178.89 27.4 Unknown 0
2493 Male 54.00 0 0 Rural 227.74 33.4 smokes 0
2494 Female 2.00 0 0 Rural 100.66 18.5 Unknown 0
2495 Male 39.00 0 0 Urban 73.62 33.4 Unknown 0
2496 Female 38.00 0 0 Rural 100.05 20.8 smokes 0
2497 Male 76.00 0 1 Rural 213.80 22.0 never smoked 0
2498 Female 45.00 0 0 Rural 103.94 32.5 smokes 0
2499 Female 1.24 0 0 Urban 84.20 19.2 Unknown 0
2500 Female 77.00 0 0 Urban 250.80 32.9 never smoked 0
2501 Female 46.00 0 0 Rural 112.29 23.5 Unknown 0
2502 Female 50.00 0 0 Urban 65.98 21.7 never smoked 0
2503 Female 52.00 0 0 Urban 99.10 29.1 Unknown 0
2504 Male 41.00 0 0 Urban 104.34 30.3 Unknown 0
2505 Female 40.00 0 0 Rural 217.00 29.4 formerly smoked 0
2506 Female 59.00 0 0 Rural 57.47 30.1 formerly smoked 0
2507 Male 48.00 0 0 Urban 78.24 32.9 never smoked 0
2508 Female 42.00 0 0 Rural 94.38 34.0 never smoked 0
2509 Female 26.00 0 0 Urban 100.31 38.6 never smoked 0
2510 Male 39.00 0 0 Urban 74.29 29.3 smokes 0
2511 Female 34.00 0 0 Rural 103.43 43.6 smokes 0
2512 Female 54.00 0 0 Urban 99.83 22.7 formerly smoked 0
2513 Female 57.00 0 0 Urban 217.40 36.6 never smoked 0
2514 Female 1.56 0 0 Urban 71.81 22.6 Unknown 0
2515 Female 50.00 1 1 Urban 79.79 25.6 smokes 0
2516 Female 64.00 1 0 Urban 190.92 31.4 never smoked 0
2517 Male 44.00 0 0 Urban 94.76 26.0 formerly smoked 0
2518 Male 38.00 0 0 Urban 101.43 27.0 formerly smoked 0
2519 Male 32.00 0 0 Rural 115.86 33.3 never smoked 0
2520 Male 17.00 0 0 Rural 95.27 17.3 Unknown 0
2521 Male 81.00 0 0 Rural 89.02 26.9 never smoked 0
2522 Male 15.00 0 0 Urban 77.55 24.8 Unknown 0
2523 Female 5.00 0 0 Urban 75.86 20.0 Unknown 0
2524 Male 70.00 1 1 Rural 93.62 35.8 never smoked 0
2525 Male 52.00 0 0 Rural 72.71 36.9 formerly smoked 0
2526 Female 67.00 0 1 Rural 94.45 29.6 formerly smoked 0
2527 Male 61.00 0 0 Urban 84.12 25.1 formerly smoked 0
2528 Male 58.00 0 0 Rural 99.83 36.3 smokes 0
2529 Female 12.00 0 0 Rural 150.03 28.2 never smoked 0
2530 Female 30.00 0 0 Urban 69.67 35.8 formerly smoked 0
2531 Female 65.00 0 0 Urban 77.46 30.9 formerly smoked 0
2532 Female 23.00 0 0 Urban 100.54 22.1 smokes 0
2533 Male 14.00 0 0 Rural 142.38 17.6 never smoked 0
2534 Male 27.00 0 0 Rural 110.87 29.5 smokes 0
2535 Female 53.00 0 0 Urban 73.60 27.0 never smoked 0
2536 Female 58.00 1 0 Rural 59.52 33.2 never smoked 0
2537 Male 9.00 0 0 Urban 142.68 24.4 Unknown 0
2538 Male 59.00 1 0 Urban 182.90 34.4 smokes 0
2539 Female 46.00 0 0 Urban 75.28 36.7 formerly smoked 0
2540 Female 41.00 0 0 Rural 100.75 27.2 never smoked 0
2541 Male 55.00 0 0 Rural 163.82 27.5 never smoked 0
2542 Female 43.00 0 0 Urban 110.42 32.6 smokes 0
2543 Female 36.00 0 0 Rural 107.99 25.5 never smoked 0
2544 Female 36.00 0 0 Rural 90.22 28.7 formerly smoked 0
2545 Female 47.00 0 0 Rural 143.45 23.8 never smoked 0
2546 Female 18.00 0 0 Rural 78.57 34.4 Unknown 0
2547 Male 19.00 0 0 Rural 79.82 26.1 Unknown 0
2548 Male 65.00 0 0 Urban 95.88 28.5 never smoked 0
2549 Male 17.00 0 0 Urban 123.04 29.6 never smoked 0
2550 Male 54.00 0 0 Urban 92.34 29.4 smokes 0
2551 Female 46.00 0 0 Rural 116.84 28.2 never smoked 0
2552 Female 59.00 0 0 Urban 90.04 28.7 formerly smoked 0
2553 Female 48.00 0 0 Rural 255.17 38.1 formerly smoked 0
2554 Female 18.00 0 0 Urban 123.66 22.2 never smoked 0
2555 Female 56.00 0 0 Urban 112.16 25.7 Unknown 0
2556 Male 3.00 0 0 Urban 88.43 17.7 Unknown 0
2557 Female 41.00 0 0 Urban 86.03 26.4 never smoked 0
2558 Female 67.00 0 0 Urban 227.96 32.8 Unknown 0
2559 Female 60.00 0 0 Rural 85.60 34.5 Unknown 0
2560 Female 47.00 0 0 Rural 111.68 39.5 never smoked 0
2561 Female 24.00 0 0 Urban 73.49 23.5 never smoked 0
2562 Male 43.00 0 0 Urban 87.82 38.8 formerly smoked 0
2563 Female 17.00 0 0 Rural 99.29 21.2 Unknown 0
2564 Female 45.00 0 0 Rural 63.73 32.0 Unknown 0
2565 Female 79.00 0 0 Urban 79.20 32.6 never smoked 0
2566 Male 79.00 0 0 Urban 105.93 25.2 never smoked 0
2567 Female 27.00 0 0 Urban 94.19 27.4 formerly smoked 0
2568 Male 64.00 0 1 Rural 69.28 38.6 formerly smoked 0
2569 Female 34.00 0 0 Urban 71.37 32.9 never smoked 0
2570 Female 50.00 0 0 Urban 110.18 26.0 formerly smoked 0
2571 Female 58.00 0 0 Rural 59.68 29.2 formerly smoked 0
2572 Male 26.00 0 0 Urban 94.24 29.2 formerly smoked 0
2573 Female 50.00 0 0 Rural 82.10 26.4 Unknown 0
2574 Female 80.00 0 0 Urban 62.62 23.1 formerly smoked 0
2575 Male 2.00 0 0 Urban 107.83 21.2 Unknown 0
2576 Male 46.00 0 0 Urban 107.59 26.2 formerly smoked 0
2577 Female 29.00 0 0 Urban 116.98 23.4 never smoked 0
2578 Female 6.00 0 0 Rural 84.10 19.8 Unknown 0
2579 Male 32.00 0 0 Urban 160.64 20.4 smokes 0
2580 Female 44.00 0 0 Rural 81.13 34.1 never smoked 0
2581 Female 23.00 0 0 Urban 88.19 18.3 never smoked 0
2582 Male 48.00 0 0 Rural 127.13 35.0 Unknown 0
2583 Female 34.00 0 0 Rural 119.61 26.4 Unknown 0
2584 Male 78.00 0 0 Urban 143.47 27.6 formerly smoked 0
2585 Female 42.00 0 0 Rural 84.60 27.0 smokes 0
2586 Female 40.00 0 0 Rural 158.93 31.3 smokes 0
2587 Male 10.00 0 0 Rural 68.94 18.0 Unknown 0
2588 Female 39.00 0 0 Rural 69.38 22.1 Unknown 0
2589 Female 42.00 0 0 Urban 72.00 34.4 never smoked 0
2590 Male 47.00 0 0 Rural 57.76 33.2 smokes 0
2591 Male 14.00 0 0 Rural 108.65 23.1 never smoked 0
2592 Male 45.00 0 0 Rural 65.42 39.7 never smoked 0
2593 Male 58.00 0 0 Rural 78.93 40.7 formerly smoked 0
2594 Female 73.00 0 0 Rural 98.34 30.9 Unknown 0
2595 Female 62.00 0 0 Rural 82.57 27.5 Unknown 0
2596 Female 62.00 0 1 Urban 124.37 28.3 never smoked 0
2597 Female 51.00 0 1 Urban 100.96 33.4 never smoked 0
2598 Male 0.80 0 0 Urban 75.22 33.1 Unknown 0
2599 Female 57.00 0 0 Urban 59.85 41.5 never smoked 0
2600 Female 8.00 0 0 Rural 104.75 17.1 Unknown 0
2601 Female 69.00 0 0 Rural 70.98 30.0 Unknown 0
2602 Female 16.00 0 0 Rural 92.77 24.9 Unknown 0
2603 Female 56.00 0 0 Urban 82.12 32.5 smokes 0
2604 Female 41.00 0 0 Rural 106.35 26.1 never smoked 0
2605 Female 1.24 0 0 Rural 77.33 19.2 Unknown 0
2606 Female 42.00 0 0 Urban 96.01 38.7 Unknown 0
2607 Male 57.00 0 0 Urban 107.49 29.5 never smoked 0
2608 Male 20.00 0 0 Rural 88.47 28.1 smokes 0
2609 Female 8.00 0 0 Rural 87.92 14.1 Unknown 0
2610 Male 43.00 0 0 Urban 91.13 33.9 never smoked 0
2611 Male 62.00 0 0 Rural 80.72 26.0 formerly smoked 0
2612 Female 63.00 0 0 Rural 60.22 29.2 never smoked 0
2613 Male 80.00 0 1 Rural 82.41 26.3 smokes 0
2614 Female 13.00 0 0 Urban 75.78 23.6 Unknown 0
2615 Female 20.00 0 0 Rural 102.42 18.6 never smoked 0
2616 Female 71.00 0 1 Rural 98.45 29.7 Unknown 0
2617 Female 50.00 0 0 Urban 93.51 30.9 smokes 0
2618 Female 76.00 0 0 Rural 113.68 22.8 Unknown 0
2619 Female 41.00 0 0 Rural 97.41 25.5 never smoked 0
2620 Male 76.00 0 0 Urban 58.65 25.6 smokes 0
2621 Female 78.00 0 0 Rural 81.68 23.0 Unknown 0
2622 Male 5.00 0 0 Urban 148.52 20.6 Unknown 0
2623 Female 43.00 0 0 Rural 142.12 28.4 smokes 0
2624 Female 49.00 0 0 Urban 125.30 29.7 formerly smoked 0
2625 Male 70.00 1 0 Rural 118.81 26.0 smokes 0
2626 Male 24.00 0 0 Urban 84.16 37.5 smokes 0
2627 Female 41.00 0 0 Urban 78.74 42.3 smokes 0
2628 Male 20.00 0 0 Urban 57.51 21.4 Unknown 0
2629 Male 34.00 0 0 Urban 61.11 29.3 never smoked 0
2630 Male 32.00 0 0 Urban 78.30 31.0 Unknown 0
2631 Male 27.00 0 0 Urban 76.19 22.0 never smoked 0
2632 Female 44.00 0 0 Rural 115.99 20.9 never smoked 0
2633 Male 20.00 0 0 Rural 100.80 45.9 never smoked 0
2634 Female 57.00 0 0 Rural 93.85 29.1 never smoked 0
2635 Male 29.00 0 0 Rural 94.69 28.4 smokes 0
2636 Female 16.00 0 0 Urban 136.23 22.6 Unknown 0
2637 Female 35.00 0 0 Rural 56.12 24.2 smokes 0
2638 Female 5.00 0 0 Rural 93.03 16.3 Unknown 0
2639 Male 63.00 0 0 Rural 196.81 35.9 never smoked 0
2640 Male 59.00 1 0 Rural 87.81 29.8 formerly smoked 0
2641 Male 63.00 0 0 Urban 222.66 37.0 formerly smoked 0
2642 Male 52.00 0 0 Rural 223.58 35.8 never smoked 0
2643 Female 50.00 0 0 Urban 85.77 21.1 never smoked 0
2644 Female 43.00 0 0 Rural 88.23 37.6 Unknown 0
2645 Female 27.00 0 0 Urban 73.65 24.8 Unknown 0
2646 Male 30.00 0 0 Urban 141.80 31.9 never smoked 0
2647 Female 8.00 0 0 Rural 92.65 17.5 Unknown 0
2648 Male 14.00 0 0 Rural 61.04 17.6 Unknown 0
2649 Female 23.00 0 0 Rural 102.88 38.9 Unknown 0
2650 Male 6.00 0 0 Urban 123.39 15.2 Unknown 0
2651 Female 37.00 0 0 Rural 67.07 27.4 never smoked 0
2652 Male 38.00 0 0 Rural 69.88 27.9 smokes 0
2653 Male 3.00 0 0 Urban 57.02 16.1 Unknown 0
2654 Female 26.00 0 0 Urban 123.81 39.0 never smoked 0
2655 Female 58.00 0 0 Rural 73.36 36.6 formerly smoked 0
2656 Male 57.00 0 0 Rural 90.54 33.7 never smoked 0
2657 Male 58.00 0 0 Urban 69.24 27.6 never smoked 0
2658 Male 76.00 0 0 Urban 192.39 31.0 never smoked 0
2659 Female 79.00 0 0 Urban 74.35 28.5 formerly smoked 0
2660 Male 34.00 0 0 Rural 71.94 31.4 smokes 0
2661 Male 75.00 0 0 Rural 82.35 25.3 never smoked 0
2662 Male 11.00 0 0 Rural 73.28 17.2 never smoked 0
2663 Male 71.00 1 0 Rural 97.57 26.9 Unknown 0
2664 Female 40.00 0 0 Rural 83.30 32.0 smokes 0
2665 Female 24.00 0 0 Urban 85.07 22.5 Unknown 0
2666 Male 0.64 0 0 Urban 60.40 17.3 Unknown 0
2667 Female 82.00 0 0 Urban 79.96 27.0 formerly smoked 0
2668 Male 32.00 0 0 Rural 70.96 33.1 Unknown 0
2669 Female 81.00 0 0 Urban 82.86 25.0 never smoked 0
2670 Female 79.00 0 1 Rural 201.38 31.1 never smoked 0
2671 Female 62.00 0 0 Urban 91.82 19.6 Unknown 0
2672 Male 39.00 0 0 Rural 91.85 24.7 smokes 0
2673 Female 60.00 1 0 Urban 99.23 48.0 formerly smoked 0
2674 Male 48.00 0 0 Urban 68.13 38.0 formerly smoked 0
2675 Male 24.00 0 0 Rural 93.76 24.0 formerly smoked 0
2676 Female 70.00 1 0 Rural 103.89 30.0 never smoked 0
2677 Female 17.00 0 0 Urban 87.39 24.6 Unknown 0
2678 Female 56.00 0 0 Urban 89.53 23.1 Unknown 0
2679 Female 3.00 0 0 Urban 66.61 17.4 Unknown 0
2680 Male 65.00 0 0 Rural 236.14 43.1 Unknown 0
2681 Male 72.00 0 1 Urban 99.76 27.1 formerly smoked 0
2682 Male 10.00 0 0 Urban 87.09 14.3 Unknown 0
2683 Male 29.00 0 0 Urban 193.81 46.8 never smoked 0
2684 Female 44.00 0 0 Rural 97.27 26.0 never smoked 0
2685 Male 46.00 0 0 Urban 137.77 29.3 never smoked 0
2686 Male 0.24 0 0 Urban 58.35 18.6 Unknown 0
2687 Male 55.00 0 0 Urban 68.79 27.0 never smoked 0
2688 Female 56.00 0 0 Urban 94.19 25.7 never smoked 0
2689 Male 50.00 0 0 Rural 121.17 25.5 formerly smoked 0
2690 Male 78.00 1 1 Rural 106.41 27.3 never smoked 0
2691 Male 63.00 0 0 Rural 104.79 24.1 Unknown 0
2692 Female 31.00 0 0 Urban 82.18 42.7 never smoked 0
2693 Male 65.00 0 0 Urban 96.81 41.2 smokes 0
2694 Male 51.00 0 0 Rural 107.42 20.2 formerly smoked 0
2695 Male 60.00 0 0 Rural 69.20 30.9 never smoked 0
2696 Male 69.00 0 0 Urban 92.73 27.7 never smoked 0
2697 Female 23.00 0 0 Urban 86.11 22.3 never smoked 0
2698 Male 46.00 0 0 Rural 111.78 39.4 smokes 0
2699 Female 16.00 0 0 Urban 122.26 34.2 never smoked 0
2700 Female 26.00 0 0 Rural 78.16 20.1 never smoked 0
2701 Female 44.00 1 0 Rural 105.77 36.8 never smoked 0
2702 Female 23.00 0 0 Urban 77.53 33.9 formerly smoked 0
2703 Female 38.00 0 0 Urban 77.35 27.7 never smoked 0
2704 Female 63.00 0 1 Rural 239.95 32.2 smokes 0
2705 Male 23.00 0 0 Urban 61.96 22.0 smokes 0
2706 Male 32.00 0 0 Rural 72.10 23.2 never smoked 0
2707 Male 8.00 0 0 Rural 107.97 26.7 Unknown 0
2708 Male 77.00 0 0 Urban 60.77 23.0 smokes 0
2709 Female 41.00 0 0 Urban 71.06 23.4 never smoked 0
2710 Female 34.00 0 0 Urban 60.36 24.1 never smoked 0
2711 Male 25.00 0 0 Urban 83.33 31.5 Unknown 0
2712 Female 35.00 0 0 Urban 65.33 26.1 never smoked 0
2713 Male 15.00 0 0 Urban 113.28 23.7 never smoked 0
2714 Male 1.64 0 0 Urban 170.88 20.8 Unknown 0
2715 Male 4.00 0 0 Urban 103.34 18.8 Unknown 0
2716 Female 33.00 0 0 Rural 106.08 32.5 formerly smoked 0
2717 Male 28.00 0 0 Urban 156.45 24.3 never smoked 0
2718 Female 37.00 0 0 Urban 60.05 24.1 Unknown 0
2719 Female 50.00 0 0 Rural 114.05 32.5 never smoked 0
2720 Female 76.00 0 1 Urban 202.21 39.3 formerly smoked 0
2721 Female 72.00 0 0 Rural 57.28 23.9 never smoked 0
2722 Male 16.00 0 0 Rural 99.49 22.0 Unknown 0
2723 Male 44.00 0 0 Urban 63.60 37.3 never smoked 0
2724 Male 46.00 0 1 Urban 80.01 33.0 formerly smoked 0
2725 Male 46.00 0 0 Urban 58.42 24.7 formerly smoked 0
2726 Female 73.00 1 1 Urban 67.38 32.8 formerly smoked 0
2727 Female 29.00 0 0 Rural 73.58 29.8 Unknown 0
2728 Male 19.00 0 0 Urban 103.92 24.1 Unknown 0
2729 Female 27.00 0 0 Rural 80.22 21.6 never smoked 0
2730 Female 36.00 0 0 Rural 103.76 27.1 never smoked 0
2731 Female 61.00 0 0 Urban 77.06 27.0 never smoked 0
2732 Female 9.00 0 0 Rural 90.22 18.7 Unknown 0
2733 Female 25.00 0 0 Urban 181.30 35.8 never smoked 0
2734 Female 68.00 0 0 Rural 85.29 27.1 formerly smoked 0
2735 Female 26.00 1 0 Urban 107.59 33.1 smokes 0
2736 Female 17.00 0 0 Urban 87.72 25.9 smokes 0
2737 Male 75.00 0 0 Rural 70.73 26.7 smokes 0
2738 Male 34.00 0 0 Urban 72.75 22.2 Unknown 0
2739 Male 53.00 0 0 Rural 95.47 26.0 smokes 0
2740 Female 18.00 0 0 Urban 70.54 23.5 Unknown 0
2741 Male 48.00 0 0 Urban 100.03 23.5 never smoked 0
2742 Female 5.00 0 0 Rural 59.78 15.9 Unknown 0
2743 Male 79.00 0 0 Urban 198.79 24.9 never smoked 0
2744 Male 16.00 0 0 Rural 90.39 26.5 never smoked 0
2745 Female 32.00 0 0 Rural 147.04 35.7 Unknown 0
2746 Male 55.00 1 1 Rural 64.92 32.1 smokes 0
2747 Female 70.00 1 0 Rural 154.60 28.5 formerly smoked 0
2748 Female 51.00 0 0 Urban 95.98 40.1 smokes 0
2749 Female 39.00 0 0 Rural 102.51 26.6 smokes 0
2750 Male 79.00 1 0 Urban 96.52 21.7 Unknown 0
2751 Male 80.00 1 0 Rural 232.12 28.8 never smoked 0
2752 Female 34.00 0 0 Rural 78.12 32.0 Unknown 0
2753 Male 59.00 0 0 Urban 70.04 31.4 never smoked 0
2754 Female 54.00 0 0 Rural 97.61 32.1 smokes 0
2755 Female 22.00 0 0 Urban 113.11 19.8 Unknown 0
2756 Female 21.00 0 0 Rural 71.06 25.3 formerly smoked 0
2757 Female 4.00 0 0 Rural 104.95 28.8 Unknown 0
2758 Female 26.00 0 0 Urban 81.94 26.0 smokes 0
2759 Male 62.00 0 0 Urban 96.37 30.7 formerly smoked 0
2760 Female 33.00 0 0 Rural 114.16 43.3 never smoked 0
2761 Male 51.00 0 0 Rural 93.58 35.2 smokes 0
2762 Female 75.00 0 0 Urban 73.89 20.9 Unknown 0
2763 Male 42.00 0 0 Rural 107.83 35.3 smokes 0
2764 Female 82.00 1 0 Urban 107.21 27.0 formerly smoked 0
2765 Female 61.00 0 0 Rural 99.35 26.1 smokes 0
2766 Female 62.00 0 0 Rural 203.57 29.1 Unknown 0
2767 Male 59.00 1 1 Rural 81.51 32.6 never smoked 0
2768 Female 31.00 0 0 Rural 69.26 21.8 formerly smoked 0
2769 Male 12.00 0 0 Urban 111.47 32.3 never smoked 0
2770 Female 76.00 0 1 Rural 86.09 28.1 never smoked 0
2771 Male 71.00 0 1 Rural 72.94 32.3 formerly smoked 0
2772 Female 15.00 0 0 Urban 76.77 21.7 Unknown 0
2773 Male 44.00 0 0 Rural 60.32 25.0 never smoked 0
2774 Male 30.00 0 0 Rural 133.24 28.9 never smoked 0
2775 Female 47.00 0 0 Rural 65.01 21.7 formerly smoked 0
2776 Female 47.00 0 0 Urban 74.63 45.3 never smoked 0
2777 Female 60.00 0 0 Rural 230.78 40.2 never smoked 0
2778 Male 62.00 0 0 Urban 72.50 22.5 formerly smoked 0
2779 Female 47.00 0 0 Urban 68.48 21.3 never smoked 0
2780 Male 78.00 0 0 Urban 85.03 26.1 formerly smoked 0
2781 Female 35.00 0 0 Urban 80.76 28.8 smokes 0
2782 Female 57.00 0 0 Rural 95.36 32.4 formerly smoked 0
2783 Male 12.00 0 0 Urban 110.33 20.4 Unknown 0
2784 Male 26.00 0 0 Urban 89.18 25.9 formerly smoked 0
2785 Male 33.00 0 0 Rural 91.53 38.8 formerly smoked 0
2786 Male 60.00 0 0 Rural 65.16 30.8 never smoked 0
2787 Female 35.00 0 0 Rural 74.53 24.6 never smoked 0
2788 Female 10.00 0 0 Rural 93.29 20.6 Unknown 0
2789 Male 50.00 0 0 Urban 227.89 38.8 formerly smoked 0
2790 Female 44.00 0 0 Urban 121.46 40.4 Unknown 0
2791 Female 41.00 0 0 Rural 216.71 36.2 never smoked 0
2792 Female 7.00 0 0 Rural 74.96 18.8 Unknown 0
2793 Male 45.00 0 0 Rural 75.25 27.6 smokes 0
2794 Female 60.00 0 0 Rural 91.82 28.3 formerly smoked 0
2795 Female 49.00 1 0 Urban 56.37 39.4 smokes 0
2796 Female 45.00 0 0 Rural 149.15 33.5 Unknown 0
2797 Female 55.00 1 0 Urban 202.67 40.4 formerly smoked 0
2798 Female 54.00 0 0 Rural 65.38 25.9 Unknown 0
2799 Female 39.00 0 0 Urban 90.31 27.6 smokes 0
2800 Male 76.00 0 0 Rural 221.80 44.7 formerly smoked 0
2801 Female 28.00 0 0 Rural 73.39 30.8 Unknown 0
2802 Female 70.00 1 0 Urban 147.12 22.3 formerly smoked 0
2803 Male 28.00 0 0 Urban 109.85 27.9 Unknown 0
2804 Male 79.00 0 0 Rural 103.21 22.9 formerly smoked 0
2805 Male 30.00 0 0 Urban 81.25 27.3 smokes 0
2806 Female 26.00 0 0 Urban 84.69 25.0 never smoked 0
2807 Female 57.00 0 0 Rural 87.10 48.3 smokes 0
2808 Female 16.00 0 0 Rural 81.92 22.7 Unknown 0
2809 Male 40.00 1 0 Urban 90.91 39.1 Unknown 0
2810 Male 77.00 0 0 Urban 64.40 27.8 never smoked 0
2811 Female 36.00 0 0 Rural 67.29 36.7 formerly smoked 0
2812 Female 40.00 1 0 Urban 124.48 38.5 Unknown 0
2813 Male 2.00 0 1 Urban 62.89 29.4 Unknown 0
2814 Male 52.00 0 0 Urban 87.51 30.5 formerly smoked 0
2815 Female 78.00 0 0 Urban 93.15 23.6 Unknown 0
2816 Female 22.00 0 0 Urban 64.87 20.6 Unknown 0
2817 Male 33.00 0 0 Urban 90.68 31.7 smokes 0
2818 Male 40.00 0 0 Urban 104.64 24.9 Unknown 0
2819 Female 20.00 0 0 Urban 92.44 33.4 never smoked 0
2820 Male 19.00 0 0 Rural 120.46 22.2 Unknown 0
2821 Male 25.00 0 0 Urban 89.87 26.5 never smoked 0
2822 Female 23.00 0 0 Urban 105.28 27.1 formerly smoked 0
2823 Female 28.00 0 0 Rural 131.80 30.3 never smoked 0
2824 Female 6.00 0 0 Rural 66.33 18.6 Unknown 0
2825 Female 37.00 0 0 Rural 101.07 26.4 Unknown 0
2826 Female 10.00 0 0 Rural 83.37 17.8 formerly smoked 0
2827 Female 34.00 0 0 Urban 79.80 37.4 smokes 0
2828 Female 60.00 0 0 Rural 103.17 32.1 formerly smoked 0
2829 Female 22.00 0 0 Urban 62.52 38.2 never smoked 0
2830 Female 52.00 0 0 Urban 110.36 39.1 formerly smoked 0
2831 Male 61.00 0 0 Rural 140.07 29.5 never smoked 0
2832 Female 10.00 0 0 Rural 84.86 28.6 never smoked 0
2833 Male 36.00 0 0 Rural 106.85 40.1 never smoked 0
2834 Female 29.00 0 0 Rural 102.07 31.8 never smoked 0
2835 Female 69.00 0 1 Urban 202.38 34.6 Unknown 0
2836 Female 62.00 0 0 Urban 67.07 24.5 never smoked 0
2837 Male 62.00 0 1 Rural 73.70 26.2 never smoked 0
2838 Female 79.00 0 0 Urban 77.59 33.0 never smoked 0
2839 Male 13.00 0 0 Rural 69.16 22.3 Unknown 0
2840 Female 41.00 0 0 Rural 65.40 36.9 formerly smoked 0
2841 Male 56.00 0 0 Urban 139.72 43.9 never smoked 0
2842 Female 8.00 0 0 Urban 72.81 18.2 Unknown 0
2843 Female 24.00 0 0 Urban 149.17 23.1 never smoked 0
2844 Female 61.00 0 0 Urban 125.74 32.6 Unknown 0
2845 Female 40.00 0 0 Urban 90.21 41.2 never smoked 0
2846 Female 22.00 0 0 Urban 139.48 28.6 formerly smoked 0
2847 Female 80.00 1 0 Urban 90.77 26.0 never smoked 0
2848 Female 60.00 1 1 Urban 220.24 36.8 never smoked 0
2849 Female 57.00 0 0 Rural 81.42 35.8 never smoked 0
2850 Female 55.00 0 0 Urban 102.36 24.2 never smoked 0
2851 Female 39.00 0 0 Urban 82.85 22.9 smokes 0
2852 Female 51.00 0 0 Urban 102.11 23.1 never smoked 0
2853 Male 77.00 1 1 Urban 80.92 28.9 smokes 0
2854 Female 32.00 0 0 Rural 71.80 26.5 never smoked 0
2855 Female 45.00 0 0 Urban 88.47 29.3 never smoked 0
2856 Female 49.00 0 0 Urban 67.68 24.8 formerly smoked 0
2857 Male 13.00 0 0 Rural 98.65 20.1 Unknown 0
2858 Female 74.00 0 0 Rural 83.58 18.2 never smoked 0
2859 Female 72.00 0 0 Rural 104.04 34.7 formerly smoked 0
2860 Female 57.00 0 0 Rural 69.40 24.0 Unknown 0
2861 Male 51.00 1 0 Urban 106.22 29.0 never smoked 0
2862 Female 55.00 0 0 Rural 112.46 27.3 never smoked 0
2863 Male 73.00 0 1 Rural 72.42 27.6 never smoked 0
2864 Male 12.00 0 0 Rural 96.73 20.4 never smoked 0
2865 Female 6.00 0 0 Urban 107.40 17.7 Unknown 0
2866 Female 76.00 0 0 Urban 267.61 27.9 smokes 0
2867 Female 38.00 1 0 Rural 109.46 41.5 never smoked 0
2868 Female 50.00 0 0 Rural 120.05 27.4 Unknown 0
2869 Female 75.00 0 0 Rural 106.33 27.8 Unknown 0
2870 Female 1.16 0 0 Urban 97.28 17.8 Unknown 0
2871 Male 32.00 0 0 Rural 83.13 32.0 smokes 0
2872 Male 12.00 0 0 Urban 97.35 37.3 Unknown 0
2873 Male 32.00 0 0 Urban 79.54 28.1 Unknown 0
2874 Female 13.00 0 0 Urban 76.55 29.1 Unknown 0
2875 Male 1.32 0 0 Urban 56.11 22.9 Unknown 0
2876 Female 63.00 0 0 Rural 91.36 38.8 formerly smoked 0
2877 Female 29.00 0 0 Rural 79.27 29.0 smokes 0
2878 Male 53.00 0 0 Urban 113.21 28.6 smokes 0
2879 Female 49.00 0 0 Urban 105.99 29.8 never smoked 0
2880 Male 81.00 0 0 Rural 59.93 28.9 formerly smoked 0
2881 Male 66.00 0 0 Rural 88.83 29.1 Unknown 0
2882 Female 61.00 0 0 Urban 115.42 16.7 smokes 0
2883 Female 52.00 0 0 Rural 71.93 34.1 Unknown 0
2884 Male 8.00 0 0 Rural 96.43 25.7 Unknown 0
2885 Male 82.00 0 0 Urban 161.95 30.8 never smoked 0
2886 Female 43.00 0 0 Urban 104.55 23.9 smokes 0
2887 Female 4.00 0 0 Urban 71.25 18.8 Unknown 0
2888 Female 45.00 0 0 Urban 82.02 41.8 smokes 0
2889 Female 62.00 1 0 Urban 78.02 36.4 never smoked 0
2890 Male 42.00 0 0 Urban 115.21 28.7 Unknown 0
2891 Female 72.00 0 0 Urban 65.12 28.3 never smoked 0
2892 Female 9.00 0 0 Rural 80.55 15.1 Unknown 0
2893 Female 31.00 0 0 Urban 88.20 22.7 never smoked 0
2894 Female 20.00 0 0 Rural 147.42 26.6 Unknown 0
2895 Male 22.00 0 0 Rural 86.53 20.8 never smoked 0
2896 Female 23.00 0 0 Rural 91.95 23.0 Unknown 0
2897 Female 57.00 1 0 Rural 63.72 35.8 smokes 0
2898 Male 52.00 0 0 Rural 63.78 29.9 never smoked 0
2899 Female 64.00 0 0 Urban 55.64 43.4 never smoked 0
2900 Female 26.00 0 0 Urban 88.88 36.3 never smoked 0
2901 Male 54.00 0 0 Urban 114.61 40.1 formerly smoked 0
2902 Male 32.00 0 0 Rural 56.08 35.9 formerly smoked 0
2903 Female 66.00 0 0 Rural 59.62 32.4 never smoked 0
2904 Male 13.00 0 0 Urban 75.85 20.3 Unknown 0
2905 Female 77.00 1 0 Rural 176.71 33.2 never smoked 0
2906 Male 18.00 0 0 Urban 80.07 22.3 Unknown 0
2907 Male 11.00 0 0 Rural 56.33 18.1 Unknown 0
2908 Female 16.00 0 0 Urban 87.16 28.2 never smoked 0
2909 Female 73.00 0 1 Rural 102.46 29.7 never smoked 0
2910 Male 36.00 0 0 Rural 161.00 29.0 smokes 0
2911 Male 10.00 0 0 Urban 70.70 25.4 Unknown 0
2912 Female 54.00 0 0 Rural 81.26 26.5 Unknown 0
2913 Female 42.00 0 0 Rural 157.67 22.7 formerly smoked 0
2914 Female 52.00 0 0 Urban 89.59 27.5 Unknown 0
2915 Male 32.00 0 0 Urban 64.02 23.8 smokes 0
2916 Male 43.00 0 0 Rural 110.69 35.6 Unknown 0
2917 Female 28.00 0 0 Rural 71.97 27.2 never smoked 0
2918 Female 79.00 0 0 Rural 82.07 30.4 Unknown 0
2919 Male 11.00 0 0 Rural 65.07 21.5 never smoked 0
2920 Female 75.00 0 0 Rural 207.62 31.8 never smoked 0
2921 Male 55.00 0 0 Urban 108.64 29.5 never smoked 0
2922 Male 78.00 0 0 Urban 201.58 30.6 Unknown 0
2923 Female 48.00 0 0 Urban 116.20 27.6 formerly smoked 0
2924 Male 73.00 0 0 Rural 231.43 23.0 smokes 0
2925 Female 56.00 0 0 Urban 112.62 24.8 never smoked 0
2926 Male 54.00 1 0 Urban 220.26 28.0 formerly smoked 0
2927 Female 55.00 0 0 Urban 84.37 22.2 Unknown 0
2928 Female 65.00 0 0 Rural 82.83 27.8 formerly smoked 0
2929 Female 69.00 0 0 Urban 102.48 30.2 formerly smoked 0
2930 Female 29.00 0 0 Rural 69.12 26.8 never smoked 0
2931 Female 64.00 1 0 Urban 211.12 22.0 never smoked 0
2932 Female 16.00 0 0 Rural 95.38 34.3 formerly smoked 0
2933 Female 75.00 0 0 Rural 108.72 29.2 formerly smoked 0
2934 Female 17.00 0 0 Rural 88.65 30.3 never smoked 0
2935 Male 24.00 0 0 Rural 73.78 21.4 smokes 0
2936 Male 50.00 0 0 Rural 59.48 26.6 Unknown 0
2937 Male 52.00 0 0 Rural 75.77 30.0 formerly smoked 0
2938 Female 82.00 0 0 Rural 80.96 33.7 formerly smoked 0
2939 Male 56.00 0 0 Rural 82.40 30.9 smokes 0
2940 Male 56.00 0 0 Urban 78.93 31.1 Unknown 0
2941 Male 18.00 0 0 Urban 80.59 23.0 Unknown 0
2942 Female 33.00 0 0 Urban 70.59 20.2 Unknown 0
2943 Female 57.00 0 0 Rural 98.57 31.6 never smoked 0
2944 Male 30.00 0 0 Rural 61.87 23.9 Unknown 0
2945 Female 52.00 0 0 Urban 68.88 26.1 Unknown 0
2946 Female 3.00 0 0 Urban 66.25 15.8 Unknown 0
2947 Male 44.00 0 0 Rural 69.23 28.7 smokes 0
2948 Female 33.00 0 0 Rural 73.20 28.9 Unknown 0
2949 Male 24.00 0 0 Urban 103.45 25.1 smokes 0
2950 Female 24.00 0 0 Urban 104.86 19.8 never smoked 0
2951 Male 54.00 0 1 Urban 90.30 30.8 smokes 0
2952 Female 72.00 1 0 Rural 90.87 22.1 never smoked 0
2953 Female 37.00 0 0 Rural 76.21 20.4 Unknown 0
2954 Female 36.00 0 0 Rural 74.14 31.2 formerly smoked 0
2955 Female 22.00 0 0 Urban 87.25 24.9 smokes 0
2956 Female 68.00 0 0 Rural 215.33 27.0 formerly smoked 0
2957 Male 24.00 0 0 Urban 88.38 20.1 smokes 0
2958 Female 35.00 0 0 Rural 104.40 24.4 never smoked 0
2959 Female 32.00 0 0 Urban 104.92 22.6 never smoked 0
2960 Female 52.00 0 0 Urban 106.54 22.4 never smoked 0
2961 Male 21.00 0 0 Rural 62.91 26.2 never smoked 0
2962 Female 82.00 1 0 Rural 61.47 22.9 never smoked 0
2963 Male 33.00 0 0 Rural 88.50 32.6 formerly smoked 0
2964 Male 62.00 0 0 Rural 107.61 31.3 Unknown 0
2965 Female 57.00 1 0 Urban 90.77 43.9 formerly smoked 0
2966 Female 63.00 1 0 Urban 228.20 37.7 never smoked 0
2967 Female 50.00 0 0 Urban 92.15 20.8 never smoked 0
2968 Female 12.00 0 0 Urban 126.32 21.6 Unknown 0
2969 Male 80.00 0 0 Rural 94.96 22.1 formerly smoked 0
2970 Female 74.00 0 0 Urban 89.52 39.2 Unknown 0
2971 Male 46.00 0 0 Rural 66.59 36.7 formerly smoked 0
2972 Female 66.00 0 0 Urban 80.10 32.0 never smoked 0
2973 Male 26.00 0 0 Urban 73.72 25.9 smokes 0
2974 Female 70.00 0 0 Urban 90.49 28.9 formerly smoked 0
2975 Female 62.00 0 0 Urban 92.99 29.3 formerly smoked 0
2976 Male 15.00 0 0 Rural 62.57 32.3 never smoked 0
2977 Male 67.00 0 0 Rural 65.51 33.2 formerly smoked 0
2978 Male 63.00 0 0 Urban 95.29 31.6 smokes 0
2979 Female 42.00 0 0 Urban 83.70 20.6 never smoked 0
2980 Female 49.00 1 0 Rural 63.16 23.3 formerly smoked 0
2981 Male 78.00 0 1 Urban 87.77 30.8 Unknown 0
2982 Female 61.00 0 0 Urban 87.52 23.7 Unknown 0
2983 Female 73.00 0 0 Rural 65.93 30.3 never smoked 0
2984 Female 64.00 1 0 Urban 93.78 24.4 never smoked 0
2985 Male 65.00 0 0 Rural 223.90 28.2 formerly smoked 0
2986 Female 81.00 0 0 Urban 77.54 33.8 Unknown 0
2987 Female 47.00 0 0 Urban 93.18 42.6 formerly smoked 0
2988 Male 40.00 0 0 Rural 169.74 31.9 never smoked 0
2989 Male 46.00 1 0 Urban 101.93 34.0 Unknown 0
2990 Female 2.00 0 0 Urban 125.03 19.8 Unknown 0
2991 Male 56.00 0 0 Urban 82.25 30.5 formerly smoked 0
2992 Male 54.00 0 0 Urban 85.81 21.7 formerly smoked 0
2993 Female 26.00 0 0 Rural 85.27 24.6 never smoked 0
2994 Female 45.00 0 0 Urban 86.06 38.1 never smoked 0
2995 Female 57.00 0 0 Urban 104.36 19.2 smokes 0
2996 Female 78.00 0 0 Urban 78.29 30.1 formerly smoked 0
2997 Male 2.00 0 0 Urban 93.55 23.3 Unknown 0
2998 Male 76.00 1 0 Rural 207.96 34.5 formerly smoked 0
2999 Female 51.00 0 0 Rural 105.52 30.8 never smoked 0
3000 Female 54.00 0 0 Rural 109.27 43.8 formerly smoked 0
3001 Female 36.00 0 0 Urban 91.34 29.9 never smoked 0
3002 Female 25.00 0 0 Rural 67.73 22.6 never smoked 0
3003 Female 7.00 0 0 Rural 73.27 19.5 Unknown 0
3004 Female 76.00 0 0 Rural 70.29 33.4 formerly smoked 0
3005 Female 45.00 0 0 Rural 91.47 24.2 Unknown 0
3006 Female 45.00 0 0 Rural 73.87 25.6 Unknown 0
3007 Female 79.00 1 0 Rural 64.44 26.9 formerly smoked 0
3008 Female 25.00 0 0 Rural 111.65 35.2 formerly smoked 0
3009 Female 53.00 0 0 Rural 90.65 22.1 formerly smoked 0
3010 Female 35.00 1 0 Urban 94.20 34.4 smokes 0
3011 Female 78.00 0 0 Urban 56.95 26.0 Unknown 0
3012 Female 32.00 0 0 Rural 92.37 26.9 never smoked 0
3013 Male 0.56 0 0 Rural 127.23 20.1 Unknown 0
3014 Female 26.00 0 0 Rural 191.78 24.7 Unknown 0
3015 Female 34.00 0 0 Rural 86.36 32.1 smokes 0
3016 Female 65.00 0 0 Urban 82.72 29.8 smokes 0
3017 Female 15.00 0 0 Urban 113.57 27.5 formerly smoked 0
3018 Female 17.00 0 0 Urban 89.58 22.8 Unknown 0
3019 Female 71.00 0 0 Rural 91.85 27.6 formerly smoked 0
3020 Female 42.00 0 0 Urban 88.89 33.0 never smoked 0
3021 Male 30.00 0 0 Urban 79.55 33.7 never smoked 0
3022 Female 75.00 0 0 Urban 108.62 25.1 Unknown 0
3023 Male 9.00 0 0 Urban 78.24 15.3 Unknown 0
3024 Male 47.00 0 0 Rural 88.49 22.2 smokes 0
3025 Female 75.00 1 0 Rural 91.85 21.4 formerly smoked 0
3026 Female 61.00 0 0 Rural 72.01 26.0 formerly smoked 0
3027 Male 61.00 0 0 Rural 81.96 29.9 never smoked 0
3028 Female 27.00 0 0 Urban 70.56 28.6 smokes 0
3029 Female 55.00 0 0 Urban 71.02 21.2 never smoked 0
3030 Female 2.00 0 0 Rural 99.75 16.0 Unknown 0
3031 Female 51.00 0 0 Urban 127.20 22.7 never smoked 0
3032 Female 45.00 0 0 Rural 69.76 25.3 smokes 0
3033 Male 36.00 0 0 Rural 74.63 31.6 formerly smoked 0
3034 Male 46.00 0 0 Rural 102.27 38.9 formerly smoked 0
3035 Female 48.00 0 0 Rural 73.56 27.1 smokes 0
3036 Female 79.00 0 0 Urban 57.77 24.1 formerly smoked 0
3037 Female 50.00 0 0 Urban 151.25 31.5 never smoked 0
3038 Female 79.00 0 0 Urban 78.32 32.0 Unknown 0
3039 Male 32.00 0 0 Rural 71.50 31.8 never smoked 0
3040 Female 36.00 0 0 Urban 84.70 34.0 never smoked 0
3041 Female 27.00 0 0 Urban 127.28 23.4 Unknown 0
3042 Female 22.00 0 0 Rural 80.72 29.3 Unknown 0
3043 Female 5.00 0 0 Rural 73.92 17.2 Unknown 0
3044 Male 9.00 0 0 Urban 93.24 31.9 Unknown 0
3045 Male 31.00 0 0 Urban 72.60 31.6 never smoked 0
3046 Female 26.00 0 0 Rural 69.77 23.2 never smoked 0
3047 Male 43.00 0 0 Urban 84.43 30.0 smokes 0
3048 Female 33.00 0 0 Rural 84.13 26.3 never smoked 0
3049 Male 34.00 0 0 Rural 81.54 31.8 formerly smoked 0
3050 Male 66.00 0 0 Rural 57.17 25.5 formerly smoked 0
3051 Female 44.00 0 0 Rural 86.15 21.3 never smoked 0
3052 Female 56.00 0 0 Rural 163.02 29.6 never smoked 0
3053 Female 67.00 0 0 Urban 110.41 28.7 never smoked 0
3054 Male 18.00 0 0 Rural 102.58 30.8 never smoked 0
3055 Male 55.00 0 0 Urban 90.97 32.1 Unknown 0
3056 Male 61.00 0 0 Rural 140.96 34.0 smokes 0
3057 Male 0.08 0 0 Rural 70.33 16.9 Unknown 0
3058 Male 48.00 0 0 Rural 64.18 32.1 never smoked 0
3059 Male 44.00 0 0 Rural 127.57 22.6 never smoked 0
3060 Female 68.00 0 0 Urban 109.23 31.3 never smoked 0
3061 Male 52.00 0 1 Urban 124.49 29.0 never smoked 0
3062 Male 15.00 0 0 Rural 142.82 27.6 never smoked 0
3063 Male 2.00 0 0 Rural 75.69 17.7 Unknown 0
3064 Male 60.00 0 0 Urban 74.08 35.9 Unknown 0
3065 Female 37.00 0 0 Urban 75.98 33.8 Unknown 0
3066 Female 5.00 0 0 Rural 57.80 17.6 Unknown 0
3067 Female 25.00 0 0 Urban 76.44 48.3 Unknown 0
3068 Male 52.00 1 0 Urban 214.43 39.9 smokes 0
3069 Male 61.00 1 0 Urban 66.46 31.5 formerly smoked 0
3070 Male 36.00 0 0 Urban 56.42 29.6 never smoked 0
3071 Male 34.00 0 0 Rural 112.72 19.4 Unknown 0
3072 Female 2.00 0 0 Urban 114.02 18.1 Unknown 0
3073 Male 43.00 0 0 Urban 72.33 36.2 smokes 0
3074 Female 1.48 0 0 Rural 55.59 17.9 Unknown 0
3075 Female 49.00 0 0 Rural 73.48 33.0 never smoked 0
3076 Female 2.00 0 0 Urban 105.05 20.4 Unknown 0
3077 Female 82.00 0 0 Urban 84.78 33.6 formerly smoked 0
3078 Female 81.00 1 0 Rural 164.77 34.5 never smoked 0
3079 Male 81.00 1 1 Rural 220.64 30.0 never smoked 0
3080 Male 60.00 0 0 Urban 69.53 26.2 never smoked 0
3081 Female 58.00 0 0 Urban 83.93 25.6 formerly smoked 0
3082 Female 8.00 0 0 Rural 98.90 18.8 Unknown 0
3083 Female 9.00 0 0 Urban 82.64 14.5 Unknown 0
3084 Female 34.00 0 0 Rural 112.54 23.4 formerly smoked 0
3085 Female 23.00 0 0 Rural 75.25 39.7 formerly smoked 0
3086 Female 74.00 0 0 Urban 204.77 40.8 never smoked 0
3087 Male 72.00 0 1 Urban 63.86 29.5 smokes 0
3088 Male 47.00 0 0 Rural 72.20 33.0 Unknown 0
3089 Female 56.00 0 0 Urban 80.08 25.6 never smoked 0
3090 Male 5.00 0 0 Urban 101.61 33.1 Unknown 0
3091 Male 27.00 0 0 Urban 114.32 28.1 Unknown 0
3092 Male 13.00 0 0 Rural 90.60 16.9 never smoked 0
3093 Female 41.00 0 0 Rural 93.67 35.9 Unknown 0
3094 Female 50.00 0 0 Rural 87.15 32.1 never smoked 0
3095 Female 41.00 0 0 Urban 80.72 34.1 smokes 0
3096 Male 6.00 0 0 Urban 83.16 15.1 Unknown 0
3097 Female 62.00 0 0 Rural 98.14 42.0 Unknown 0
3098 Male 4.00 0 0 Urban 83.13 16.8 Unknown 0
3099 Female 59.00 0 0 Rural 134.24 28.8 Unknown 0
3100 Male 63.00 0 0 Urban 248.37 32.2 smokes 0
3101 Male 9.00 0 0 Rural 61.75 16.2 Unknown 0
3102 Male 41.00 0 0 Urban 70.55 44.2 Unknown 0
3103 Female 72.00 0 1 Rural 124.38 23.4 formerly smoked 0
3104 Female 45.00 0 0 Rural 92.21 31.0 never smoked 0
3105 Male 80.00 0 0 Urban 148.72 28.7 never smoked 0
3106 Female 19.00 0 0 Urban 79.25 23.6 Unknown 0
3107 Male 37.00 0 0 Urban 82.09 35.7 smokes 0
3108 Female 58.00 1 0 Urban 194.53 39.5 never smoked 0
3109 Male 77.00 0 0 Rural 98.84 27.3 Unknown 0
3110 Male 38.00 0 0 Rural 135.74 31.3 formerly smoked 0
3111 Male 49.00 0 0 Rural 66.55 33.4 Unknown 0
3112 Female 20.00 0 0 Urban 115.69 29.2 never smoked 0
3113 Male 23.00 0 0 Rural 67.76 26.0 never smoked 0
3114 Male 55.00 0 0 Rural 88.65 18.1 formerly smoked 0
3115 Male 16.00 0 0 Rural 106.11 22.4 Unknown 0
3116 Male 81.00 0 1 Rural 95.49 29.4 Unknown 0
3117 Female 23.00 0 0 Urban 59.07 21.6 never smoked 0
3118 Male 82.00 0 1 Urban 228.92 27.9 formerly smoked 0
3119 Male 48.00 0 0 Rural 62.89 29.6 Unknown 0
3120 Male 56.00 0 0 Rural 96.84 30.2 Unknown 0
3121 Male 61.00 0 0 Rural 81.25 43.4 smokes 0
3122 Male 43.00 0 0 Urban 92.71 30.5 formerly smoked 0
3123 Female 39.00 0 0 Rural 85.59 33.2 Unknown 0
3124 Female 22.00 0 0 Urban 89.06 27.7 never smoked 0
3125 Male 41.00 0 0 Urban 87.44 33.5 Unknown 0
3126 Male 37.00 0 0 Urban 64.07 28.0 Unknown 0
3127 Female 65.00 0 0 Urban 79.39 31.5 formerly smoked 0
3128 Female 8.00 0 0 Rural 67.84 24.0 Unknown 0
3129 Female 51.00 0 0 Rural 81.73 27.4 never smoked 0
3130 Male 63.00 0 0 Urban 105.52 37.9 formerly smoked 0
3131 Female 48.00 0 0 Rural 77.55 26.2 Unknown 0
3132 Female 17.00 0 0 Urban 127.42 22.4 Unknown 0
3133 Female 75.00 0 0 Rural 226.73 43.7 never smoked 0
3134 Female 51.00 0 0 Urban 89.74 28.4 never smoked 0
3135 Male 51.00 0 0 Rural 219.17 29.8 never smoked 0
3136 Female 41.00 0 0 Urban 74.85 24.8 formerly smoked 0
3137 Female 75.00 1 0 Urban 55.96 34.8 never smoked 0
3138 Male 57.00 0 0 Urban 215.92 27.4 smokes 0
3139 Female 72.00 0 0 Urban 104.05 33.5 never smoked 0
3140 Female 52.00 0 0 Urban 62.54 35.0 smokes 0
3141 Male 11.00 0 0 Rural 87.54 24.4 Unknown 0
3142 Female 28.00 0 0 Urban 76.81 28.3 smokes 0
3143 Female 78.00 1 0 Rural 198.12 29.1 never smoked 0
3144 Female 82.00 0 0 Rural 78.00 31.3 formerly smoked 0
3145 Male 74.00 0 0 Urban 79.44 32.8 never smoked 0
3146 Female 31.00 0 0 Rural 75.82 29.1 never smoked 0
3147 Female 53.00 1 0 Urban 240.86 31.9 never smoked 0
3148 Male 0.24 0 0 Urban 89.28 14.2 Unknown 0
3149 Female 67.00 1 0 Rural 263.56 26.3 never smoked 0
3150 Female 17.00 0 0 Urban 81.13 22.8 never smoked 0
3151 Female 29.00 0 0 Urban 118.44 24.8 never smoked 0
3152 Female 56.00 1 0 Rural 97.37 34.1 smokes 0
3153 Female 15.00 0 0 Urban 80.51 21.5 Unknown 0
3154 Female 29.00 0 0 Rural 78.88 26.1 never smoked 0
3155 Female 79.00 1 1 Rural 83.61 21.4 smokes 0
3156 Female 82.00 1 1 Urban 73.19 33.5 never smoked 0
3157 Male 17.00 0 0 Urban 68.91 23.0 Unknown 0
3158 Male 8.00 0 0 Rural 104.30 18.5 Unknown 0
3159 Male 23.00 0 0 Urban 87.87 23.4 never smoked 0
3160 Female 36.00 0 0 Urban 96.70 31.4 Unknown 0
3161 Male 47.00 0 0 Rural 91.05 31.1 formerly smoked 0
3162 Male 24.00 0 0 Rural 200.14 37.7 smokes 0
3163 Female 60.00 0 0 Urban 73.04 25.3 never smoked 0
3164 Female 63.00 0 0 Rural 85.81 35.6 never smoked 0
3165 Male 44.00 0 0 Urban 65.41 24.8 smokes 0
3166 Male 38.00 0 0 Rural 108.68 32.7 never smoked 0
3167 Female 26.00 0 0 Rural 88.79 24.9 never smoked 0
3168 Female 18.00 0 0 Rural 107.82 26.0 never smoked 0
3169 Male 18.00 0 0 Urban 97.39 22.8 never smoked 0
3170 Male 13.00 0 0 Urban 141.09 24.0 Unknown 0
3171 Male 13.00 0 0 Urban 122.38 20.3 Unknown 0
3172 Female 47.00 0 0 Urban 77.91 30.3 formerly smoked 0
3173 Female 80.00 1 0 Rural 103.60 23.7 never smoked 0
3174 Female 24.00 0 0 Rural 159.70 25.7 Unknown 0
3175 Female 72.00 0 0 Rural 118.22 21.9 formerly smoked 0
3176 Male 5.00 0 0 Urban 84.50 15.8 Unknown 0
3177 Female 51.00 0 0 Rural 85.59 30.5 never smoked 0
3178 Female 82.00 0 0 Rural 84.42 25.7 Unknown 0
3179 Male 5.00 0 0 Rural 100.98 19.0 Unknown 0
3180 Male 66.00 0 0 Rural 81.11 28.8 formerly smoked 0
3181 Female 15.00 0 0 Rural 79.20 22.4 never smoked 0
3182 Female 53.00 0 0 Urban 207.71 32.4 Unknown 0
3183 Female 78.00 0 0 Rural 99.84 36.6 never smoked 0
3184 Female 62.00 0 0 Rural 98.05 27.9 never smoked 0
3185 Male 41.00 0 0 Rural 105.90 27.7 Unknown 0
3186 Female 41.00 0 0 Urban 146.21 34.3 Unknown 0
3187 Female 78.00 0 0 Urban 79.94 26.7 never smoked 0
3188 Male 14.00 0 0 Rural 72.28 19.0 Unknown 0
3189 Female 1.48 0 0 Rural 123.10 20.6 Unknown 0
3190 Male 71.00 1 1 Rural 67.06 26.7 smokes 0
3191 Male 32.00 0 0 Rural 82.68 29.2 never smoked 0
3192 Male 16.00 0 0 Rural 125.89 21.3 never smoked 0
3193 Male 0.56 0 0 Urban 98.23 14.1 Unknown 0
3194 Female 59.00 0 0 Urban 90.06 28.9 smokes 0
3195 Male 32.00 0 0 Urban 119.90 30.9 smokes 0
3196 Male 58.00 0 0 Urban 94.53 36.1 never smoked 0
3197 Female 40.00 0 0 Urban 64.66 25.0 formerly smoked 0
3198 Female 41.00 0 0 Urban 103.79 28.6 never smoked 0
3199 Female 21.00 0 0 Urban 88.51 20.5 never smoked 0
3200 Female 1.88 0 0 Rural 97.26 16.7 Unknown 0
3201 Male 55.00 0 0 Urban 92.59 36.6 never smoked 0
3202 Female 67.00 0 0 Rural 102.89 26.4 never smoked 0
3203 Male 49.00 1 0 Rural 92.26 33.1 formerly smoked 0
3204 Female 42.00 0 0 Rural 80.00 27.5 never smoked 0
3205 Female 54.00 0 0 Urban 56.75 26.9 never smoked 0
3206 Female 25.00 0 0 Urban 104.66 23.9 never smoked 0
3207 Male 62.00 0 0 Rural 60.39 26.9 Unknown 0
3208 Male 75.00 0 0 Urban 223.14 27.8 never smoked 0
3209 Female 72.00 1 0 Urban 105.51 32.7 never smoked 0
3210 Female 14.00 0 0 Urban 83.42 28.7 never smoked 0
3211 Female 38.00 0 0 Urban 71.06 22.6 Unknown 0
3212 Male 59.00 0 0 Urban 101.24 26.5 never smoked 0
3213 Female 23.00 0 0 Urban 91.19 28.3 never smoked 0
3214 Female 63.00 1 1 Urban 174.43 24.3 never smoked 0
3215 Male 82.00 0 0 Urban 214.51 24.0 formerly smoked 0
3216 Male 34.00 0 0 Rural 72.64 32.4 never smoked 0
3217 Female 8.00 0 0 Urban 62.69 28.7 Unknown 0
3218 Female 28.00 0 0 Rural 141.16 36.7 never smoked 0
3219 Female 49.00 0 0 Rural 89.61 27.7 never smoked 0
3220 Female 24.00 0 0 Rural 76.42 24.8 smokes 0
3221 Female 69.00 1 0 Urban 111.81 26.1 formerly smoked 0
3222 Female 58.00 0 0 Rural 57.57 26.8 Unknown 0
3223 Male 50.00 0 0 Urban 77.82 26.7 formerly smoked 0
3224 Male 5.00 0 0 Urban 60.09 19.6 Unknown 0
3225 Female 34.00 0 0 Urban 91.02 25.8 never smoked 0
3226 Female 64.00 0 0 Rural 65.46 32.5 formerly smoked 0
3227 Male 47.00 0 0 Rural 131.19 28.3 smokes 0
3228 Female 61.00 0 0 Rural 79.89 24.5 smokes 0
3229 Male 14.00 0 0 Urban 74.54 25.2 Unknown 0
3230 Female 57.00 0 0 Urban 231.31 32.3 never smoked 0
3231 Male 53.00 0 1 Urban 91.57 30.1 formerly smoked 0
3232 Male 67.00 0 0 Urban 238.78 35.7 formerly smoked 0
3233 Female 57.00 0 0 Rural 87.18 20.0 formerly smoked 0
3234 Female 38.00 0 0 Rural 78.94 23.5 Unknown 0
3235 Female 13.00 0 0 Rural 69.01 23.4 Unknown 0
3236 Female 37.00 0 0 Rural 110.28 22.3 never smoked 0
3237 Male 39.00 1 0 Urban 71.66 28.7 never smoked 0
3238 Female 13.00 0 0 Urban 62.57 20.9 Unknown 0
3239 Male 57.00 0 0 Urban 83.64 29.4 smokes 0
3240 Female 11.00 0 0 Urban 107.18 27.6 Unknown 0
3241 Female 68.00 0 0 Rural 233.59 43.9 never smoked 0
3242 Male 79.00 1 0 Urban 84.88 28.7 formerly smoked 0
3243 Female 24.00 0 0 Rural 97.95 34.7 Unknown 0
3244 Female 44.00 0 0 Rural 58.19 37.1 Unknown 0
3245 Female 46.00 0 0 Rural 70.11 24.2 never smoked 0
3246 Female 66.00 0 0 Urban 112.77 22.7 smokes 0
3247 Female 61.00 0 0 Urban 75.46 29.3 formerly smoked 0
3248 Female 16.00 0 0 Urban 63.63 20.0 smokes 0
3249 Female 37.00 0 0 Urban 100.22 22.7 smokes 0
3250 Female 43.00 0 0 Rural 81.77 25.4 never smoked 0
3251 Female 27.00 0 0 Rural 94.25 37.6 never smoked 0
3252 Male 44.00 1 0 Rural 188.13 44.7 formerly smoked 0
3253 Male 14.00 0 0 Rural 164.70 26.3 Unknown 0
3254 Male 81.00 0 1 Rural 68.27 25.0 Unknown 0
3255 Male 54.00 1 0 Rural 100.12 32.3 formerly smoked 0
3256 Female 77.00 0 0 Urban 151.23 24.9 never smoked 0
3257 Male 27.00 0 0 Rural 112.41 33.7 never smoked 0
3258 Female 35.00 0 0 Urban 205.97 26.6 formerly smoked 0
3259 Female 48.00 0 0 Rural 71.93 41.7 never smoked 0
3260 Female 15.00 0 0 Urban 190.89 22.0 never smoked 0
3261 Female 26.00 0 0 Urban 138.02 20.3 smokes 0
3262 Female 38.00 0 0 Rural 66.16 42.7 Unknown 0
3263 Male 29.00 0 0 Rural 105.73 28.2 smokes 0
3264 Male 49.00 0 0 Rural 78.34 32.5 Unknown 0
3265 Female 55.00 0 0 Urban 102.10 22.5 formerly smoked 0
3266 Male 52.00 0 0 Urban 97.37 26.5 smokes 0
3267 Male 49.00 0 0 Urban 193.87 41.0 Unknown 0
3268 Female 21.00 0 0 Rural 78.32 27.0 Unknown 0
3269 Female 24.00 0 0 Rural 130.00 25.9 formerly smoked 0
3270 Male 18.00 0 0 Urban 74.00 23.7 Unknown 0
3271 Male 52.00 0 0 Rural 111.04 30.0 never smoked 0
3272 Male 70.00 1 0 Urban 214.77 15.0 formerly smoked 0
3273 Female 51.00 0 0 Rural 97.25 21.5 never smoked 0
3274 Male 58.00 0 0 Urban 79.95 25.9 never smoked 0
3275 Female 46.00 0 0 Urban 162.24 24.3 smokes 0
3276 Female 79.00 0 0 Urban 74.36 39.2 Unknown 0
3277 Female 11.00 0 0 Urban 69.68 14.4 Unknown 0
3278 Female 61.00 0 0 Urban 98.35 26.6 never smoked 0
3279 Male 51.00 0 0 Urban 75.73 30.7 never smoked 0
3280 Female 21.00 0 0 Rural 85.86 35.4 Unknown 0
3281 Female 71.00 0 0 Urban 80.34 29.2 never smoked 0
3282 Female 13.00 0 0 Rural 73.76 26.7 Unknown 0
3283 Male 16.00 0 0 Rural 94.96 21.5 never smoked 0
3284 Female 61.00 0 0 Urban 108.18 19.1 never smoked 0
3285 Female 49.00 0 0 Rural 85.23 25.4 Unknown 0
3286 Male 65.00 1 0 Rural 189.88 34.0 never smoked 0
3287 Male 40.00 0 0 Urban 197.11 23.9 never smoked 0
3288 Female 44.00 0 0 Rural 100.08 20.9 smokes 0
3289 Male 11.00 0 0 Rural 68.62 18.2 Unknown 0
3290 Female 20.00 0 0 Rural 84.07 27.6 smokes 0
3291 Female 44.00 0 0 Urban 82.33 24.5 never smoked 0
3292 Male 5.00 0 0 Urban 94.49 16.6 Unknown 0
3293 Male 41.00 0 0 Rural 108.71 24.0 never smoked 0
3294 Female 23.00 0 0 Urban 64.94 18.8 never smoked 0
3295 Female 7.00 0 0 Urban 98.22 34.0 Unknown 0
3296 Female 74.00 0 0 Urban 83.50 25.8 never smoked 0
3297 Male 61.00 0 0 Rural 192.47 30.3 never smoked 0
3298 Female 80.00 1 0 Urban 125.89 28.9 smokes 0
3299 Female 35.00 0 0 Urban 87.72 21.3 never smoked 0
3300 Female 43.00 0 0 Rural 68.94 26.8 never smoked 0
3301 Male 25.00 0 0 Rural 66.51 29.2 Unknown 0
3302 Male 72.00 0 1 Urban 85.82 25.0 formerly smoked 0
3303 Female 45.00 0 0 Rural 87.47 21.5 never smoked 0
3304 Male 9.00 0 0 Urban 87.74 17.1 Unknown 0
3305 Male 33.00 1 0 Rural 85.12 32.5 never smoked 0
3306 Male 53.00 0 0 Urban 103.37 26.9 formerly smoked 0
3307 Female 67.00 0 0 Rural 81.68 30.4 never smoked 0
3308 Male 59.00 0 0 Urban 76.51 29.8 never smoked 0
3309 Female 1.32 0 0 Rural 110.17 20.3 Unknown 0
3310 Male 27.00 0 0 Rural 65.12 41.1 smokes 0
3311 Male 64.00 0 1 Rural 109.88 33.9 Unknown 0
3312 Female 55.00 0 1 Urban 199.38 39.0 Unknown 0
3313 Female 40.00 0 0 Urban 65.77 31.2 never smoked 0
3314 Male 33.00 0 0 Rural 55.72 38.2 never smoked 0
3315 Female 33.00 0 0 Urban 75.67 44.7 never smoked 0
3316 Male 39.00 1 0 Rural 88.18 33.5 smokes 0
3317 Female 74.00 0 0 Rural 95.94 27.0 never smoked 0
3318 Male 38.00 0 0 Urban 86.93 31.1 never smoked 0
3319 Male 53.00 0 0 Urban 85.17 29.2 never smoked 0
3320 Male 22.00 0 0 Urban 111.10 26.6 never smoked 0
3321 Female 5.00 0 0 Rural 92.00 17.9 Unknown 0
3322 Male 24.00 0 0 Urban 97.47 24.2 formerly smoked 0
3323 Female 27.00 0 0 Urban 79.21 19.5 Unknown 0
3324 Male 41.00 0 0 Rural 83.97 28.5 formerly smoked 0
3325 Female 20.00 0 0 Urban 98.55 21.3 never smoked 0
3326 Female 71.00 1 0 Rural 202.98 41.3 never smoked 0
3327 Female 65.00 0 0 Urban 60.70 31.3 never smoked 0
3328 Male 38.00 0 0 Urban 92.22 40.8 never smoked 0
3329 Female 25.00 0 0 Rural 79.94 36.6 Unknown 0
3330 Male 53.00 0 0 Rural 83.68 26.7 Unknown 0
3331 Female 50.00 0 0 Urban 69.92 18.7 formerly smoked 0
3332 Female 1.24 0 0 Rural 136.96 15.2 Unknown 0
3333 Female 55.00 0 0 Rural 95.32 26.8 never smoked 0
3334 Female 38.00 0 0 Rural 107.78 25.1 never smoked 0
3335 Female 72.00 1 1 Urban 198.32 31.3 formerly smoked 0
3336 Male 30.00 0 0 Urban 96.02 29.8 never smoked 0
3337 Female 69.00 1 0 Rural 112.69 33.5 formerly smoked 0
3338 Female 61.00 0 0 Urban 60.61 24.5 never smoked 0
3339 Female 34.00 0 0 Urban 79.77 33.6 never smoked 0
3340 Female 43.00 0 0 Urban 87.41 39.7 formerly smoked 0
3341 Female 62.00 0 0 Rural 226.38 47.4 never smoked 0
3342 Male 48.00 0 0 Rural 124.64 26.4 smokes 0
3343 Female 37.00 0 0 Urban 69.42 33.0 never smoked 0
3344 Female 64.00 0 0 Urban 77.68 31.4 never smoked 0
3345 Male 51.00 0 0 Rural 112.79 27.2 never smoked 0
3346 Male 69.00 1 0 Rural 236.79 35.7 formerly smoked 0
3347 Female 75.00 1 0 Rural 219.82 29.5 formerly smoked 0
3348 Female 27.00 0 0 Urban 82.05 21.0 Unknown 0
3349 Female 49.00 0 0 Rural 104.08 26.6 never smoked 0
3350 Male 82.00 0 0 Urban 101.57 24.3 smokes 0
3351 Female 36.00 0 0 Rural 71.32 43.9 smokes 0
3352 Female 64.00 0 0 Rural 78.45 27.0 formerly smoked 0
3353 Male 32.00 0 0 Rural 61.11 32.7 never smoked 0
3354 Female 15.00 0 0 Urban 87.29 29.4 Unknown 0
3355 Female 1.64 0 0 Rural 82.49 15.1 Unknown 0
3356 Male 34.00 0 0 Urban 83.15 32.1 Unknown 0
3357 Male 17.00 0 0 Rural 83.26 32.9 never smoked 0
3358 Female 76.00 1 0 Urban 78.70 27.6 formerly smoked 0
3359 Male 61.00 0 0 Urban 111.94 26.5 smokes 0
3360 Male 30.00 0 0 Rural 104.77 19.2 smokes 0
3361 Female 18.00 0 0 Urban 104.26 25.9 Unknown 0
3362 Male 48.00 0 0 Rural 113.84 21.9 never smoked 0
3363 Male 0.16 0 0 Urban 114.71 17.4 Unknown 0
3364 Male 38.00 0 0 Rural 133.62 25.2 never smoked 0
3365 Female 27.00 0 0 Rural 111.96 28.2 never smoked 0
3366 Female 50.00 0 0 Urban 112.44 31.5 Unknown 0
3367 Male 19.00 0 0 Urban 123.61 25.2 Unknown 0
3368 Male 8.00 0 0 Urban 84.68 14.5 Unknown 0
3369 Male 78.00 0 1 Rural 206.62 28.0 formerly smoked 0
3370 Male 0.80 0 0 Rural 114.54 15.1 Unknown 0
3371 Female 53.00 1 0 Rural 216.88 31.4 smokes 0
3372 Female 73.00 1 0 Urban 110.38 26.3 never smoked 0
3373 Male 58.00 0 0 Rural 204.92 39.6 never smoked 0
3374 Female 62.00 0 0 Urban 56.74 28.9 never smoked 0
3375 Female 78.00 0 0 Rural 68.35 31.4 Unknown 0
3376 Female 51.00 0 0 Urban 83.52 34.3 Unknown 0
3377 Male 78.00 0 0 Urban 59.74 27.0 formerly smoked 0
3378 Female 40.00 1 0 Rural 81.59 27.2 never smoked 0
3379 Female 35.00 0 0 Rural 123.83 23.8 never smoked 0
3380 Male 82.00 0 0 Urban 226.84 25.3 formerly smoked 0
3381 Female 46.00 0 0 Rural 93.20 32.6 Unknown 0
3382 Female 51.00 1 0 Rural 85.84 31.8 never smoked 0
3383 Female 53.00 0 0 Urban 74.64 22.4 Unknown 0
3384 Male 55.00 0 1 Urban 80.17 28.0 never smoked 0
3385 Female 43.00 0 0 Urban 85.03 23.9 formerly smoked 0
3386 Male 81.00 0 0 Urban 234.35 25.3 formerly smoked 0
3387 Male 12.00 0 0 Urban 116.25 16.4 formerly smoked 0
3388 Female 20.00 0 0 Urban 66.55 26.9 smokes 0
3389 Female 53.00 0 0 Urban 88.38 25.4 never smoked 0
3390 Female 1.32 0 0 Urban 81.05 18.7 Unknown 0
3391 Female 22.00 0 0 Urban 68.40 37.5 never smoked 0
3392 Female 75.00 0 0 Urban 96.95 41.4 never smoked 0
3393 Female 66.00 0 0 Rural 66.24 37.5 never smoked 0
3394 Male 7.00 0 0 Rural 91.81 15.8 Unknown 0
3395 Female 26.00 0 0 Urban 84.86 37.6 never smoked 0
3396 Female 14.00 0 0 Rural 118.88 30.5 never smoked 0
3397 Female 32.00 0 0 Urban 85.91 22.1 Unknown 0
3398 Male 6.00 0 0 Rural 115.40 19.2 Unknown 0
3399 Female 42.00 0 0 Rural 75.34 38.0 never smoked 0
3400 Male 4.00 0 0 Rural 100.19 18.7 Unknown 0
3401 Male 75.00 0 0 Urban 200.73 25.7 formerly smoked 0
3402 Male 80.00 1 0 Urban 114.09 30.1 never smoked 0
3403 Female 52.00 0 0 Urban 67.30 36.3 never smoked 0
3404 Male 11.00 0 0 Rural 96.91 20.4 Unknown 0
3405 Male 14.00 0 0 Rural 116.20 20.9 Unknown 0
3406 Female 74.00 0 0 Rural 72.54 28.4 never smoked 0
3407 Male 58.00 0 0 Rural 96.01 33.8 Unknown 0
3408 Female 80.00 1 0 Urban 89.16 24.0 never smoked 0
3409 Female 31.00 0 0 Rural 108.64 43.3 never smoked 0
3410 Female 28.00 1 0 Rural 83.66 36.4 never smoked 0
3411 Female 25.00 0 0 Rural 81.21 37.9 never smoked 0
3412 Male 71.00 0 0 Urban 86.96 32.6 never smoked 0
3413 Female 51.00 0 0 Rural 92.95 23.9 never smoked 0
3414 Male 15.00 0 0 Urban 95.86 18.1 Unknown 0
3415 Male 45.00 1 0 Rural 85.52 36.4 never smoked 0
3416 Male 53.00 0 0 Rural 159.39 29.2 never smoked 0
3417 Male 69.00 0 0 Urban 202.51 30.8 formerly smoked 0
3418 Female 42.00 0 0 Rural 82.24 23.8 formerly smoked 0
3419 Female 4.00 0 0 Rural 109.81 17.9 Unknown 0
3420 Male 64.00 1 0 Rural 91.85 31.8 formerly smoked 0
3421 Female 5.00 0 0 Rural 123.49 19.5 Unknown 0
3422 Male 44.00 0 0 Rural 105.49 31.5 smokes 0
3423 Male 78.00 0 1 Urban 101.53 24.1 formerly smoked 0
3424 Female 69.00 0 0 Urban 126.04 35.9 never smoked 0
3425 Male 80.00 0 1 Rural 95.49 31.6 Unknown 0
3426 Female 7.00 0 0 Rural 89.38 19.0 Unknown 0
3427 Female 2.00 0 0 Urban 82.30 18.8 Unknown 0
3428 Female 80.00 1 0 Urban 218.00 33.5 Unknown 0
3429 Female 69.00 0 0 Urban 79.70 25.0 never smoked 0
3430 Female 75.00 0 0 Rural 70.22 24.8 formerly smoked 0
3431 Female 60.00 0 0 Rural 83.57 24.5 never smoked 0
3432 Female 75.00 0 0 Urban 60.60 40.4 smokes 0
3433 Female 10.00 0 0 Urban 97.24 20.2 Unknown 0
3434 Male 38.00 0 0 Rural 162.72 31.9 smokes 0
3435 Male 28.00 0 0 Urban 73.27 25.4 smokes 0
3436 Female 3.00 0 0 Urban 92.62 15.4 Unknown 0
3437 Female 31.00 0 0 Urban 90.00 38.6 never smoked 0
3438 Female 59.00 1 0 Rural 78.28 31.0 formerly smoked 0
3439 Female 31.00 0 0 Rural 87.81 26.4 smokes 0
3440 Female 58.00 0 0 Rural 196.50 37.7 never smoked 0
3441 Female 57.00 0 0 Urban 142.31 35.2 smokes 0
3442 Male 43.00 0 0 Rural 83.78 21.6 never smoked 0
3443 Female 40.00 0 0 Urban 86.10 23.9 Unknown 0
3444 Male 34.00 0 0 Urban 66.96 26.1 never smoked 0
3445 Female 55.00 0 0 Rural 76.70 39.7 formerly smoked 0
3446 Female 39.00 0 0 Rural 103.12 29.9 formerly smoked 0
3447 Female 42.00 0 0 Urban 84.03 31.4 never smoked 0
3448 Male 44.00 0 0 Rural 74.15 34.5 formerly smoked 0
3449 Male 69.00 1 0 Rural 73.29 29.4 never smoked 0
3450 Male 16.00 0 0 Urban 115.16 26.9 Unknown 0
3451 Female 8.00 0 0 Urban 83.55 22.4 Unknown 0
3452 Female 1.48 0 0 Urban 61.53 20.5 Unknown 0
3453 Female 1.88 0 0 Rural 100.74 18.6 Unknown 0
3454 Female 69.00 0 0 Urban 59.31 31.4 smokes 0
3455 Female 13.00 0 0 Urban 63.22 18.5 formerly smoked 0
3456 Female 53.00 0 0 Urban 209.50 41.8 never smoked 0
3457 Female 16.00 0 0 Urban 64.51 21.2 Unknown 0
3458 Male 64.00 0 0 Rural 90.07 28.6 never smoked 0
3459 Female 7.00 0 0 Urban 113.95 16.0 Unknown 0
3460 Male 41.00 0 0 Rural 119.32 30.6 Unknown 0
3461 Male 65.00 0 0 Rural 99.12 29.0 formerly smoked 0
3462 Male 61.00 0 0 Rural 152.84 28.6 Unknown 0
3463 Male 63.00 0 0 Rural 78.23 34.8 never smoked 0
3464 Female 54.00 0 0 Urban 76.05 42.0 Unknown 0
3465 Female 14.00 0 0 Rural 116.49 30.3 never smoked 0
3466 Male 45.00 0 0 Rural 99.91 30.9 Unknown 0
3467 Male 51.00 1 0 Urban 76.10 32.1 smokes 0
3468 Male 8.00 0 0 Rural 121.99 19.6 Unknown 0
3469 Male 52.00 1 0 Rural 116.21 32.8 smokes 0
3470 Female 39.00 0 0 Urban 55.28 31.5 Unknown 0
3471 Female 69.00 0 0 Rural 103.73 34.7 never smoked 0
3472 Male 71.00 1 0 Urban 153.08 21.5 Unknown 0
3473 Female 73.00 0 0 Rural 98.69 27.6 Unknown 0
3474 Female 54.00 0 0 Rural 94.11 28.6 formerly smoked 0
3475 Male 10.00 0 0 Rural 117.03 21.1 never smoked 0
3476 Female 26.00 0 0 Urban 91.35 23.8 never smoked 0
3477 Female 41.00 0 0 Rural 82.48 33.5 Unknown 0
3478 Male 71.00 0 0 Rural 99.76 33.4 formerly smoked 0
3479 Female 46.00 0 0 Urban 111.10 23.3 smokes 0
3480 Male 15.00 0 0 Rural 122.25 21.0 never smoked 0
3481 Female 29.00 0 0 Urban 84.19 21.2 never smoked 0
3482 Male 8.00 0 0 Urban 84.60 18.4 Unknown 0
3483 Female 21.00 0 0 Urban 126.35 26.9 never smoked 0
3484 Female 56.00 1 0 Urban 87.50 20.2 formerly smoked 0
3485 Female 14.00 0 0 Rural 77.52 21.9 never smoked 0
3486 Female 78.00 0 0 Rural 133.13 24.2 Unknown 0
3487 Female 36.00 0 0 Urban 96.10 29.6 never smoked 0
3488 Female 57.00 1 0 Urban 108.61 38.1 smokes 0
3489 Male 79.00 1 1 Rural 205.23 22.0 never smoked 0
3490 Male 26.00 0 0 Rural 76.74 29.8 Unknown 0
3491 Male 22.00 0 0 Urban 138.55 24.0 never smoked 0
3492 Male 72.00 0 1 Urban 234.27 26.9 never smoked 0
3493 Female 54.00 0 0 Urban 75.16 38.0 never smoked 0
3494 Male 8.00 0 0 Rural 77.08 16.9 Unknown 0
3495 Female 62.00 0 0 Urban 101.19 23.4 never smoked 0
3496 Female 28.00 0 0 Urban 107.74 38.5 never smoked 0
3497 Female 50.00 0 0 Rural 62.32 21.6 Unknown 0
3498 Male 7.00 0 0 Urban 56.32 15.9 Unknown 0
3499 Female 33.00 0 0 Rural 131.28 25.1 never smoked 0
3500 Male 55.00 0 0 Urban 67.02 41.1 smokes 0
3501 Female 25.00 0 0 Rural 76.72 21.5 Unknown 0
3502 Female 25.00 0 0 Urban 125.98 21.0 smokes 0
3503 Female 37.00 0 0 Urban 72.09 24.1 smokes 0
3504 Male 58.00 0 0 Urban 88.05 30.6 Unknown 0
3505 Male 45.00 0 0 Urban 55.47 19.8 smokes 0
3506 Female 60.00 0 0 Rural 145.94 29.2 Unknown 0
3507 Male 66.00 0 1 Rural 239.21 33.7 formerly smoked 0
3508 Male 80.00 0 0 Rural 196.08 31.0 formerly smoked 0
3509 Female 38.00 0 0 Rural 93.93 21.5 never smoked 0
3510 Female 11.00 0 0 Urban 76.74 19.1 Unknown 0
3511 Female 63.00 0 0 Urban 83.74 21.4 Unknown 0
3512 Male 19.00 0 0 Urban 119.58 24.8 Unknown 0
3513 Female 17.00 0 0 Rural 68.66 35.1 never smoked 0
3514 Female 19.00 0 0 Urban 65.79 28.6 smokes 0
3515 Female 40.00 0 0 Urban 176.38 35.7 never smoked 0
3516 Male 49.00 0 0 Urban 175.74 45.4 Unknown 0
3517 Female 69.00 0 1 Urban 193.45 34.5 never smoked 0
3518 Female 46.00 0 0 Rural 85.84 21.2 never smoked 0
3519 Male 78.00 0 0 Rural 93.85 22.7 formerly smoked 0
3520 Female 63.00 0 1 Rural 86.21 39.1 never smoked 0
3521 Female 3.00 0 0 Rural 75.41 21.9 Unknown 0
3522 Female 1.80 0 0 Rural 95.28 16.5 Unknown 0
3523 Female 18.00 0 0 Urban 95.87 23.0 never smoked 0
3524 Female 46.00 0 0 Urban 180.45 22.5 never smoked 0
3525 Female 8.00 0 0 Urban 95.39 20.4 Unknown 0
3526 Female 53.00 0 0 Rural 60.77 28.7 smokes 0
3527 Female 38.00 0 0 Urban 102.84 22.4 never smoked 0
3528 Female 74.00 0 0 Urban 130.37 26.3 Unknown 0
3529 Female 24.00 0 0 Urban 65.44 23.6 never smoked 0
3530 Male 78.00 0 0 Rural 79.84 25.9 never smoked 0
3531 Male 60.00 0 0 Rural 62.61 30.7 never smoked 0
3532 Male 12.00 0 0 Urban 70.07 24.5 formerly smoked 0
3533 Female 32.00 0 0 Rural 108.80 24.0 Unknown 0
3534 Male 5.00 0 0 Urban 112.11 20.1 Unknown 0
3535 Female 40.00 0 0 Rural 92.35 38.0 never smoked 0
3536 Female 19.00 0 0 Urban 76.57 26.6 Unknown 0
3537 Female 28.00 0 0 Urban 69.50 24.5 never smoked 0
3538 Female 44.00 1 0 Rural 69.48 41.3 never smoked 0
3539 Male 50.00 0 0 Urban 89.18 34.8 smokes 0
3540 Female 50.00 0 1 Urban 68.09 35.5 smokes 0
3541 Female 18.00 0 0 Rural 92.71 24.1 Unknown 0
3542 Male 1.64 0 0 Rural 56.21 19.0 Unknown 0
3543 Female 5.00 0 0 Urban 82.56 16.6 Unknown 0
3544 Female 39.00 0 0 Urban 78.24 28.6 Unknown 0
3545 Female 65.00 0 0 Rural 84.66 22.4 never smoked 0
3546 Female 26.00 0 0 Urban 90.35 38.6 Unknown 0
3547 Male 42.00 0 0 Rural 68.12 32.0 Unknown 0
3548 Female 34.00 0 0 Rural 59.14 40.1 never smoked 0
3549 Female 45.00 0 0 Urban 85.64 32.0 formerly smoked 0
3550 Male 43.00 0 0 Rural 56.08 23.9 Unknown 0
3551 Female 40.00 0 0 Rural 99.00 25.0 never smoked 0
3552 Male 35.00 0 0 Urban 93.60 28.5 smokes 0
3553 Female 2.00 0 0 Urban 105.75 19.8 Unknown 0
3554 Female 61.00 0 0 Urban 114.09 25.7 never smoked 0
3555 Male 64.00 1 0 Urban 57.42 28.0 smokes 0
3556 Female 32.00 0 0 Urban 100.01 37.2 never smoked 0
3557 Male 23.00 0 0 Urban 62.00 24.8 formerly smoked 0
3558 Female 51.00 0 0 Rural 103.61 39.2 never smoked 0
3559 Female 75.00 0 0 Rural 94.77 27.2 never smoked 0
3560 Female 40.00 0 0 Urban 72.12 38.0 never smoked 0
3561 Male 39.00 0 0 Rural 155.23 36.2 never smoked 0
3562 Male 6.00 0 0 Urban 90.60 16.6 Unknown 0
3563 Female 32.00 0 0 Urban 81.92 38.0 never smoked 0
3564 Female 55.00 0 0 Rural 67.10 31.4 never smoked 0
3565 Female 23.00 0 0 Rural 58.01 35.3 never smoked 0
3566 Female 52.00 0 0 Rural 173.90 35.8 never smoked 0
3567 Male 58.00 1 0 Rural 106.27 28.6 never smoked 0
3568 Male 17.00 0 0 Rural 60.57 34.0 Unknown 0
3569 Male 3.00 0 0 Urban 105.34 15.5 Unknown 0
3570 Female 23.00 0 0 Rural 96.28 31.1 never smoked 0
3571 Male 56.00 0 0 Urban 122.73 37.5 formerly smoked 0
3572 Male 45.00 0 0 Urban 104.12 37.7 Unknown 0
3573 Female 14.00 0 0 Urban 69.74 24.2 formerly smoked 0
3574 Female 45.00 0 0 Rural 106.95 33.4 Unknown 0
3575 Female 57.00 0 0 Urban 94.63 33.0 never smoked 0
3576 Female 35.00 0 0 Urban 86.97 25.7 Unknown 0
3577 Female 8.00 0 0 Rural 76.12 19.4 Unknown 0
3578 Female 42.00 0 0 Urban 99.94 33.4 never smoked 0
3579 Male 8.00 0 0 Urban 91.53 18.0 Unknown 0
3580 Male 62.00 0 0 Rural 145.46 40.1 never smoked 0
3581 Female 43.00 0 0 Urban 74.86 26.9 never smoked 0
3582 Female 8.00 0 0 Urban 74.42 22.5 Unknown 0
3583 Male 40.00 0 0 Urban 70.07 27.6 smokes 0
3584 Male 2.00 0 0 Urban 89.85 23.3 Unknown 0
3585 Female 27.00 0 0 Rural 104.21 35.7 never smoked 0
3586 Female 47.00 0 0 Rural 157.77 28.4 never smoked 0
3587 Female 53.00 0 0 Urban 101.81 29.4 smokes 0
3588 Male 62.00 0 0 Rural 103.00 31.9 Unknown 0
3589 Male 50.00 0 0 Urban 101.85 25.1 smokes 0
3590 Male 26.00 0 0 Urban 85.92 35.6 smokes 0
3591 Female 19.00 0 0 Rural 56.85 21.1 never smoked 0
3592 Male 0.32 0 0 Urban 89.04 17.8 Unknown 0
3593 Female 45.00 0 0 Rural 63.01 31.5 never smoked 0
3594 Male 45.00 0 0 Rural 65.48 26.6 Unknown 0
3595 Female 54.00 0 0 Rural 68.60 44.8 smokes 0
3596 Male 64.00 1 0 Urban 81.68 31.3 formerly smoked 0
3597 Male 2.00 0 0 Urban 65.21 17.2 Unknown 0
3598 Female 66.00 0 0 Urban 72.53 25.3 smokes 0
3599 Female 73.00 0 0 Rural 81.78 28.8 never smoked 0
3600 Female 1.88 0 0 Rural 80.83 18.0 Unknown 0
3601 Female 58.00 0 0 Urban 96.21 23.5 never smoked 0
3602 Male 12.00 0 0 Rural 117.04 18.1 Unknown 0
3603 Female 60.00 1 0 Rural 78.26 41.7 formerly smoked 0
3604 Male 23.00 0 0 Urban 82.53 20.7 smokes 0
3605 Male 26.00 0 0 Urban 71.25 30.3 smokes 0
3606 Male 36.00 0 0 Rural 129.73 27.8 never smoked 0
3607 Female 3.00 0 0 Urban 115.47 18.9 Unknown 0
3608 Male 21.00 0 0 Urban 56.79 20.4 Unknown 0
3609 Female 67.00 0 0 Urban 100.16 31.8 Unknown 0
3610 Female 35.00 0 0 Rural 97.60 44.8 smokes 0
3611 Female 26.00 0 0 Rural 90.54 37.1 Unknown 0
3612 Female 47.00 0 0 Urban 105.88 39.9 smokes 0
3613 Male 81.00 1 1 Rural 217.94 24.1 formerly smoked 0
3614 Female 1.64 0 0 Urban 69.89 18.1 Unknown 0
3615 Male 52.00 0 0 Urban 93.28 36.3 never smoked 0
3616 Female 28.00 0 1 Rural 111.27 19.1 smokes 0
3617 Female 45.00 0 0 Urban 91.04 21.1 never smoked 0
3618 Male 20.00 0 0 Urban 87.20 28.9 smokes 0
3619 Male 1.56 0 0 Rural 109.12 18.9 Unknown 0
3620 Female 65.00 0 0 Urban 216.64 43.3 formerly smoked 0
3621 Male 45.00 1 0 Rural 74.28 37.2 formerly smoked 0
3622 Male 77.00 0 0 Urban 57.60 32.2 Unknown 0
3623 Male 37.00 0 0 Urban 173.97 26.3 Unknown 0
3624 Female 50.00 0 0 Rural 65.25 25.4 smokes 0
3625 Female 0.56 0 0 Urban 80.92 18.3 Unknown 0
3626 Female 30.00 0 0 Rural 124.37 21.4 never smoked 0
3627 Female 31.00 0 0 Urban 102.39 22.9 smokes 0
3628 Male 4.00 0 0 Rural 90.42 16.2 Unknown 0
3629 Male 65.00 1 0 Rural 79.17 29.6 Unknown 0
3630 Female 68.00 0 0 Urban 71.08 21.5 never smoked 0
3631 Female 63.00 1 0 Urban 81.54 24.2 never smoked 0
3632 Male 46.00 0 0 Urban 159.67 37.3 never smoked 0
3633 Female 54.00 0 0 Urban 93.96 33.3 smokes 0
3634 Male 66.00 0 0 Urban 103.01 33.1 never smoked 0
3635 Female 29.00 0 0 Rural 92.49 22.2 never smoked 0
3636 Male 78.00 0 0 Urban 208.85 24.4 formerly smoked 0
3637 Male 56.00 0 0 Urban 122.39 30.3 Unknown 0
3638 Female 57.00 0 0 Rural 65.91 28.2 Unknown 0
3639 Female 2.00 0 0 Rural 70.25 17.0 Unknown 0
3640 Male 31.00 0 0 Urban 65.70 30.4 formerly smoked 0
3641 Female 47.00 0 0 Urban 67.08 22.3 Unknown 0
3642 Male 37.00 0 0 Rural 107.58 25.3 never smoked 0
3643 Female 65.00 0 0 Rural 95.87 29.8 never smoked 0
3644 Male 61.00 0 0 Urban 68.17 43.8 formerly smoked 0
3645 Female 66.00 0 0 Urban 95.37 34.5 smokes 0
3646 Male 24.00 0 0 Urban 90.00 25.5 never smoked 0
3647 Male 66.00 0 0 Rural 106.10 31.5 smokes 0
3648 Female 64.00 1 0 Rural 56.13 39.2 Unknown 0
3649 Female 38.00 0 0 Rural 104.03 47.3 smokes 0
3650 Female 7.00 0 0 Rural 157.01 17.0 Unknown 0
3651 Female 63.00 0 0 Urban 84.35 38.2 never smoked 0
3652 Male 71.00 0 0 Rural 67.99 31.1 never smoked 0
3653 Male 18.00 0 0 Rural 118.93 22.4 never smoked 0
3654 Female 65.00 0 0 Rural 185.28 32.0 smokes 0
3655 Male 57.00 0 0 Rural 82.08 24.7 Unknown 0
3656 Female 62.00 0 0 Urban 88.32 36.3 Unknown 0
3657 Male 1.80 0 0 Rural 85.16 20.2 Unknown 0
3658 Male 35.00 0 0 Rural 69.54 27.4 never smoked 0
3659 Female 50.00 0 0 Rural 62.12 29.6 never smoked 0
3660 Female 23.00 0 0 Rural 100.06 28.6 never smoked 0
3661 Female 32.00 0 0 Urban 101.13 43.9 formerly smoked 0
3662 Female 38.00 0 0 Rural 91.09 22.2 never smoked 0
3663 Female 50.00 0 0 Rural 61.54 28.4 Unknown 0
3664 Female 39.00 0 0 Urban 62.02 23.7 smokes 0
3665 Female 7.00 0 0 Urban 103.11 18.3 Unknown 0
3666 Female 15.00 0 0 Rural 77.57 18.3 Unknown 0
3667 Male 67.00 0 0 Urban 97.34 28.9 never smoked 0
3668 Female 32.00 0 0 Rural 67.10 27.1 Unknown 0
3669 Male 56.00 1 0 Rural 206.66 21.9 smokes 0
3670 Male 49.00 0 0 Urban 95.79 24.0 Unknown 0
3671 Female 11.00 0 0 Rural 93.51 20.8 Unknown 0
3672 Male 61.00 0 0 Urban 116.78 39.8 formerly smoked 0
3673 Male 76.00 0 0 Rural 117.63 26.2 never smoked 0
3674 Female 34.00 0 0 Rural 60.01 43.9 Unknown 0
3675 Male 20.00 0 0 Rural 64.60 27.3 Unknown 0
3676 Female 24.00 0 0 Urban 71.63 22.0 formerly smoked 0
3677 Female 39.00 0 0 Urban 87.79 40.0 formerly smoked 0
3678 Female 55.00 0 0 Rural 99.64 20.1 formerly smoked 0
3679 Female 16.00 0 0 Rural 86.53 42.2 never smoked 0
3680 Male 36.00 0 0 Urban 200.68 25.8 Unknown 0
3681 Female 38.00 0 0 Urban 98.37 27.2 never smoked 0
3682 Male 20.00 0 0 Rural 117.98 30.9 smokes 0
3683 Female 38.00 0 0 Urban 218.60 47.9 formerly smoked 0
3684 Female 52.00 0 0 Urban 101.30 33.1 smokes 0
3685 Male 49.00 0 0 Urban 79.51 37.8 never smoked 0
3686 Female 80.00 0 0 Urban 223.26 25.4 never smoked 0
3687 Male 75.00 0 0 Rural 97.22 28.4 never smoked 0
3688 Female 13.00 0 0 Rural 172.27 16.6 never smoked 0
3689 Female 54.00 1 0 Urban 221.83 35.1 smokes 0
3690 Male 28.00 0 0 Urban 74.61 32.7 Unknown 0
3691 Female 61.00 0 0 Rural 60.91 29.8 Unknown 0
3692 Male 59.00 0 0 Urban 83.60 27.5 formerly smoked 0
3693 Male 12.00 0 0 Urban 83.95 23.6 Unknown 0
3694 Female 38.00 0 0 Rural 77.50 36.9 smokes 0
3695 Male 31.00 0 0 Rural 61.10 26.5 never smoked 0
3696 Male 52.00 1 0 Rural 100.71 37.0 never smoked 0
3697 Female 61.00 0 0 Urban 65.21 27.7 Unknown 0
3698 Male 50.00 0 0 Rural 119.77 23.5 Unknown 0
3699 Female 41.00 0 0 Rural 102.39 40.4 formerly smoked 0
3700 Male 20.00 0 0 Urban 59.67 27.7 never smoked 0
3701 Male 67.00 0 0 Rural 83.16 28.3 never smoked 0
3702 Male 73.00 0 0 Rural 76.45 28.7 Unknown 0
3703 Female 52.00 0 0 Rural 200.46 25.0 Unknown 0
3704 Female 51.00 0 0 Urban 95.70 24.8 formerly smoked 0
3705 Female 56.00 0 0 Rural 70.23 35.5 never smoked 0
3706 Female 49.00 0 0 Urban 75.15 25.0 Unknown 0
3707 Male 10.00 0 0 Rural 95.80 17.3 Unknown 0
3708 Female 51.00 0 0 Urban 90.67 37.8 Unknown 0
3709 Male 57.00 0 0 Rural 84.79 32.8 formerly smoked 0
3710 Male 76.00 0 0 Urban 147.50 28.7 Unknown 0
3711 Female 28.00 0 0 Rural 134.12 28.8 formerly smoked 0
3712 Female 57.00 0 0 Urban 82.62 28.4 never smoked 0
3713 Male 39.00 0 0 Rural 125.11 24.9 formerly smoked 0
3714 Female 41.00 0 0 Urban 92.14 29.6 formerly smoked 0
3715 Female 72.00 1 1 Urban 217.79 26.1 formerly smoked 0
3716 Male 45.00 0 0 Rural 95.62 29.5 smokes 0
3717 Male 33.00 0 0 Rural 93.80 23.9 never smoked 0
3718 Male 62.00 0 1 Rural 90.61 25.8 smokes 0
3719 Female 27.00 0 0 Urban 139.20 36.2 never smoked 0
3720 Female 31.00 0 0 Rural 77.01 31.3 formerly smoked 0
3721 Female 24.00 0 0 Urban 105.26 26.1 never smoked 0
3722 Male 1.88 0 0 Rural 68.35 19.1 Unknown 0
3723 Female 28.00 0 0 Rural 99.07 17.6 never smoked 0
3724 Female 24.00 0 0 Rural 147.74 21.4 Unknown 0
3725 Female 30.00 0 0 Urban 61.29 24.0 Unknown 0
3726 Male 38.00 0 0 Rural 98.92 25.5 never smoked 0
3727 Female 1.64 0 0 Urban 90.74 19.9 Unknown 0
3728 Male 0.72 0 0 Rural 159.79 19.9 Unknown 0
3729 Male 57.00 0 0 Rural 233.47 35.5 never smoked 0
3730 Female 27.00 0 0 Urban 85.53 26.9 smokes 0
3731 Female 30.00 0 0 Urban 76.70 24.2 never smoked 0
3732 Male 42.00 0 0 Rural 67.87 30.0 never smoked 0
3733 Male 36.00 0 0 Urban 77.26 30.9 never smoked 0
3734 Male 44.00 1 0 Rural 91.28 26.5 never smoked 0
3735 Male 59.00 0 0 Urban 129.19 30.6 never smoked 0
3736 Female 61.00 0 0 Urban 97.86 19.1 formerly smoked 0
3737 Female 18.00 0 0 Rural 112.33 23.2 formerly smoked 0
3738 Female 44.00 0 0 Rural 110.41 30.5 smokes 0
3739 Male 16.00 0 0 Rural 91.58 15.8 Unknown 0
3740 Male 13.00 0 0 Urban 58.86 16.9 never smoked 0
3741 Male 9.00 0 0 Rural 76.88 18.0 Unknown 0
3742 Female 81.00 1 0 Urban 181.23 36.7 never smoked 0
3743 Female 38.00 0 0 Urban 103.58 30.8 formerly smoked 0
3744 Female 58.00 0 0 Rural 81.96 34.6 never smoked 0
3745 Male 5.00 0 0 Rural 104.55 16.3 Unknown 0
3746 Female 64.00 0 0 Urban 76.12 38.2 formerly smoked 0
3747 Female 38.00 0 0 Rural 64.27 27.3 never smoked 0
3748 Female 56.00 0 0 Rural 200.98 30.4 smokes 0
3749 Male 58.00 0 0 Urban 101.96 34.5 never smoked 0
3750 Male 9.00 0 0 Rural 84.17 17.4 Unknown 0
3751 Female 34.00 0 0 Rural 85.79 32.0 never smoked 0
3752 Female 79.00 0 0 Urban 71.46 33.4 Unknown 0
3753 Male 62.00 1 0 Rural 95.49 40.2 smokes 0
3754 Female 60.00 0 0 Rural 87.62 30.1 smokes 0
3755 Female 42.00 0 0 Rural 118.55 46.2 smokes 0
3756 Female 59.00 0 0 Urban 82.14 35.6 smokes 0
3757 Female 54.00 0 0 Urban 219.67 29.4 smokes 0
3758 Male 59.00 0 0 Urban 135.84 27.3 never smoked 0
3759 Male 15.00 0 0 Rural 74.83 17.4 Unknown 0
3760 Female 14.00 0 0 Urban 60.37 26.9 Unknown 0
3761 Male 5.00 0 0 Rural 67.28 17.7 Unknown 0
3762 Male 17.00 0 0 Rural 77.79 23.6 Unknown 0
3763 Female 13.00 0 0 Rural 88.51 27.7 Unknown 0
3764 Female 48.00 0 0 Urban 90.38 38.0 smokes 0
3765 Male 37.00 0 0 Urban 156.69 35.2 never smoked 0
3766 Female 74.00 0 0 Urban 158.90 32.4 formerly smoked 0
3767 Male 54.00 0 0 Urban 247.97 36.1 formerly smoked 0
3768 Female 64.00 0 1 Rural 114.71 30.6 never smoked 0
3769 Female 26.00 0 0 Rural 58.55 29.0 never smoked 0
3770 Male 55.00 0 0 Urban 231.15 22.3 never smoked 0
3771 Female 74.00 0 0 Urban 68.18 27.3 formerly smoked 0
3772 Female 0.48 0 0 Rural 118.75 17.4 Unknown 0
3773 Female 41.00 0 1 Rural 186.54 39.0 formerly smoked 0
3774 Male 68.00 0 1 Rural 96.14 26.7 never smoked 0
3775 Male 9.00 0 0 Urban 69.52 24.2 Unknown 0
3776 Female 36.00 0 0 Rural 101.93 22.8 smokes 0
3777 Male 17.00 0 0 Urban 71.58 25.6 Unknown 0
3778 Male 24.00 0 0 Urban 83.10 21.9 smokes 0
3779 Female 69.00 0 0 Rural 110.96 25.9 never smoked 0
3780 Male 38.00 0 0 Urban 122.83 30.6 Unknown 0
3781 Female 69.00 0 0 Urban 91.65 25.7 formerly smoked 0
3782 Female 32.00 0 0 Urban 84.10 33.3 Unknown 0
3783 Female 25.00 0 0 Rural 118.85 23.8 smokes 0
3784 Male 2.00 0 0 Urban 89.32 17.2 Unknown 0
3785 Male 79.00 0 0 Urban 128.72 31.0 Unknown 0
3786 Female 28.00 0 0 Urban 98.05 24.7 never smoked 0
3787 Male 66.00 0 0 Urban 96.19 38.3 smokes 0
3788 Female 61.00 0 0 Rural 71.40 29.2 formerly smoked 0
3789 Female 74.00 0 0 Rural 82.27 23.6 formerly smoked 0
3790 Female 70.00 0 0 Rural 158.33 33.5 never smoked 0
3791 Female 8.00 0 0 Rural 102.50 16.3 Unknown 0
3792 Female 49.00 0 0 Urban 72.18 30.8 Unknown 0
3793 Male 30.00 0 0 Urban 95.94 31.1 never smoked 0
3794 Male 51.00 0 0 Rural 87.15 26.4 formerly smoked 0
3795 Female 10.00 0 0 Urban 82.59 18.6 formerly smoked 0
3796 Female 34.00 0 0 Rural 89.31 37.3 formerly smoked 0
3797 Male 40.00 0 0 Rural 64.84 26.6 never smoked 0
3798 Male 3.00 0 0 Urban 107.52 17.6 Unknown 0
3799 Female 45.00 0 0 Urban 92.76 22.3 Unknown 0
3800 Male 4.00 0 0 Urban 79.16 20.2 Unknown 0
3801 Male 52.00 0 1 Urban 87.00 30.9 never smoked 0
3802 Male 68.00 0 1 Rural 145.25 31.5 never smoked 0
3803 Female 8.00 0 0 Urban 125.14 29.7 Unknown 0
3804 Female 82.00 0 1 Rural 88.60 32.5 Unknown 0
3805 Male 36.00 0 0 Urban 57.59 32.8 Unknown 0
3806 Female 42.00 0 0 Urban 59.43 25.4 never smoked 0
3807 Female 27.00 0 0 Rural 65.43 27.2 Unknown 0
3808 Male 55.00 0 0 Urban 154.03 31.6 smokes 0
3809 Female 31.00 0 0 Rural 139.81 39.6 never smoked 0
3810 Male 82.00 0 0 Urban 111.81 19.8 formerly smoked 0
3811 Female 57.00 0 0 Urban 106.84 29.6 never smoked 0
3812 Female 78.00 0 1 Rural 221.06 25.5 formerly smoked 0
3813 Male 55.00 0 0 Urban 69.97 25.8 formerly smoked 0
3814 Male 51.00 0 0 Rural 77.07 32.1 formerly smoked 0
3815 Male 80.00 0 0 Urban 59.49 25.6 Unknown 0
3816 Female 17.00 0 0 Rural 109.39 26.3 never smoked 0
3817 Female 61.00 0 0 Rural 93.97 39.4 Unknown 0
3818 Female 62.00 0 0 Urban 163.17 25.6 never smoked 0
3819 Female 14.00 0 0 Urban 124.39 34.0 Unknown 0
3820 Female 62.00 0 0 Urban 212.62 35.8 never smoked 0
3821 Female 56.00 0 0 Urban 128.63 24.9 smokes 0
3822 Male 41.00 0 0 Urban 84.10 29.3 never smoked 0
3823 Female 59.00 0 0 Urban 77.60 23.4 Unknown 0
3824 Male 29.00 0 0 Urban 70.51 24.5 Unknown 0
3825 Male 39.00 0 0 Rural 109.19 29.8 Unknown 0
3826 Male 66.00 0 0 Rural 55.23 28.9 Unknown 0
3827 Female 35.00 0 0 Urban 120.15 27.3 never smoked 0
3828 Female 36.00 0 0 Urban 72.16 23.2 never smoked 0
3829 Male 35.00 0 0 Rural 95.89 34.2 Unknown 0
3830 Male 26.00 0 0 Urban 64.68 23.3 smokes 0
3831 Female 31.00 0 0 Rural 70.51 26.9 formerly smoked 0
3832 Female 56.00 0 0 Rural 81.77 21.8 never smoked 0
3833 Female 36.00 0 0 Urban 66.47 26.9 never smoked 0
3834 Female 41.00 0 0 Rural 146.08 29.9 never smoked 0
3835 Female 50.00 0 0 Urban 91.68 22.4 never smoked 0
3836 Female 42.00 0 0 Rural 108.96 27.5 never smoked 0
3837 Male 79.00 0 0 Urban 113.41 35.0 never smoked 0
3838 Male 57.00 0 0 Urban 111.08 27.9 never smoked 0
3839 Male 68.00 0 1 Urban 217.74 25.5 Unknown 0
3840 Female 25.00 0 0 Rural 78.50 28.6 never smoked 0
3841 Male 69.00 0 0 Urban 89.06 34.8 formerly smoked 0
3842 Male 37.00 0 0 Rural 80.20 30.9 never smoked 0
3843 Female 2.00 0 0 Rural 76.52 14.8 Unknown 0
3844 Female 78.00 0 0 Rural 208.99 31.4 formerly smoked 0
3845 Female 36.00 0 0 Urban 99.72 22.3 smokes 0
3846 Male 10.00 0 0 Urban 102.97 19.1 Unknown 0
3847 Male 39.00 1 0 Rural 197.36 27.4 Unknown 0
3848 Male 4.00 0 0 Urban 98.56 17.5 Unknown 0
3849 Female 48.00 0 0 Urban 86.06 36.2 never smoked 0
3850 Male 72.00 0 0 Urban 123.08 25.4 smokes 0
3851 Male 63.00 0 1 Urban 75.00 25.7 smokes 0
3852 Female 28.00 0 0 Rural 105.90 28.6 smokes 0
3853 Female 80.00 0 0 Urban 73.87 33.7 never smoked 0
3854 Male 49.00 0 0 Rural 78.04 37.9 never smoked 0
3855 Male 57.00 0 0 Urban 107.74 28.4 Unknown 0
3856 Female 59.00 0 0 Rural 60.64 20.0 never smoked 0
3857 Female 43.00 0 0 Rural 82.57 29.1 never smoked 0
3858 Female 47.00 0 0 Rural 115.98 27.6 Unknown 0
3859 Male 54.00 0 0 Rural 110.38 27.6 formerly smoked 0
3860 Male 57.00 0 0 Rural 92.59 24.2 Unknown 0
3861 Male 56.00 0 0 Urban 82.64 31.0 never smoked 0
3862 Male 66.00 0 1 Urban 70.28 34.5 never smoked 0
3863 Male 18.00 0 0 Urban 106.54 27.0 never smoked 0
3864 Female 81.00 1 1 Urban 59.11 20.7 formerly smoked 0
3865 Male 30.00 0 0 Rural 58.89 26.1 formerly smoked 0
3866 Male 8.00 0 0 Urban 129.66 19.2 Unknown 0
3867 Male 55.00 0 0 Rural 73.57 28.0 smokes 0
3868 Male 79.00 1 0 Urban 72.04 23.6 formerly smoked 0
3869 Female 53.00 1 0 Rural 77.94 33.0 never smoked 0
3870 Female 26.00 0 0 Urban 68.99 22.2 never smoked 0
3871 Female 14.00 0 0 Rural 111.76 24.8 Unknown 0
3872 Male 25.00 0 0 Rural 65.36 24.7 never smoked 0
3873 Female 20.00 0 0 Urban 80.27 27.9 never smoked 0
3874 Male 38.00 0 0 Rural 79.22 34.8 smokes 0
3875 Female 72.00 0 1 Urban 142.63 32.9 smokes 0
3876 Female 52.00 0 0 Rural 97.05 28.0 Unknown 0
3877 Male 71.00 0 1 Rural 70.38 25.0 smokes 0
3878 Male 46.00 0 0 Rural 114.46 24.7 formerly smoked 0
3879 Female 33.00 0 0 Urban 64.62 27.3 never smoked 0
3880 Female 37.00 0 0 Urban 94.12 34.2 Unknown 0
3881 Female 54.00 0 0 Rural 70.19 39.1 smokes 0
3882 Female 5.00 0 0 Urban 55.35 22.7 Unknown 0
3883 Male 45.00 0 0 Urban 115.52 33.9 formerly smoked 0
3884 Male 14.00 0 0 Urban 60.70 18.6 Unknown 0
3885 Male 5.00 0 0 Urban 69.24 16.7 Unknown 0
3886 Female 35.00 0 0 Urban 103.29 20.6 never smoked 0
3887 Female 20.00 0 0 Rural 92.74 20.1 Unknown 0
3888 Male 51.00 0 0 Rural 232.64 45.2 never smoked 0
3889 Male 40.00 0 0 Urban 82.46 25.3 smokes 0
3890 Female 79.00 0 0 Urban 63.57 32.4 never smoked 0
3891 Male 61.00 0 0 Urban 73.24 34.9 never smoked 0
3892 Male 33.00 0 0 Urban 78.43 43.7 smokes 0
3893 Female 27.00 0 0 Urban 57.46 23.0 smokes 0
3894 Female 28.00 0 0 Rural 104.16 21.5 never smoked 0
3895 Female 67.00 0 0 Rural 110.42 24.9 never smoked 0
3896 Female 35.00 0 0 Rural 119.40 22.9 never smoked 0
3897 Female 78.00 0 0 Urban 119.13 25.0 never smoked 0
3898 Female 20.00 0 0 Rural 120.22 21.3 never smoked 0
3899 Female 43.00 0 0 Urban 80.80 46.1 never smoked 0
3900 Female 45.00 0 0 Urban 81.24 37.0 never smoked 0
3901 Female 11.00 0 0 Urban 88.79 21.3 never smoked 0
3902 Female 31.00 0 0 Rural 70.91 28.3 never smoked 0
3903 Female 30.00 0 0 Rural 87.12 31.1 smokes 0
3904 Female 27.00 0 0 Urban 126.09 25.1 Unknown 0
3905 Female 34.00 0 0 Urban 76.42 27.6 smokes 0
3906 Male 19.00 0 0 Rural 56.33 29.4 Unknown 0
3907 Female 3.00 0 0 Rural 131.81 14.1 Unknown 0
3908 Male 53.00 0 1 Rural 95.23 35.2 smokes 0
3909 Male 81.00 0 0 Urban 71.18 23.9 formerly smoked 0
3910 Female 44.00 0 0 Rural 87.71 34.0 formerly smoked 0
3911 Female 59.00 0 0 Rural 115.68 27.1 Unknown 0
3912 Male 43.00 0 0 Rural 207.37 29.5 formerly smoked 0
3913 Female 5.00 0 0 Rural 75.10 20.7 Unknown 0
3914 Female 31.00 0 0 Rural 69.72 39.5 smokes 0
3915 Male 47.00 0 0 Urban 111.84 33.7 Unknown 0
3916 Female 12.00 0 0 Rural 111.08 23.2 never smoked 0
3917 Male 40.00 0 0 Rural 201.96 30.1 Unknown 0
3918 Female 49.00 0 0 Urban 68.68 28.8 never smoked 0
3919 Female 15.00 0 0 Urban 91.16 38.0 never smoked 0
3920 Female 81.00 0 1 Urban 99.44 27.7 Unknown 0
3921 Male 48.00 0 0 Urban 78.85 43.2 never smoked 0
3922 Female 24.00 0 0 Rural 123.89 24.1 smokes 0
3923 Male 47.00 0 0 Rural 90.44 28.7 never smoked 0
3924 Female 13.00 0 0 Rural 138.44 34.8 Unknown 0
3925 Female 16.00 0 0 Urban 75.06 23.5 never smoked 0
3926 Male 64.00 1 0 Rural 85.66 28.5 never smoked 0
3927 Female 11.00 0 0 Urban 102.76 20.3 Unknown 0
3928 Female 55.00 0 0 Urban 71.79 43.0 formerly smoked 0
3929 Male 38.00 0 0 Urban 167.16 18.3 never smoked 0
3930 Male 37.00 0 0 Rural 131.05 27.2 never smoked 0
3931 Female 34.00 0 0 Rural 86.92 22.0 Unknown 0
3932 Female 50.00 0 0 Urban 103.72 35.4 formerly smoked 0
3933 Female 55.00 0 0 Rural 94.75 27.9 smokes 0
3934 Female 2.00 0 0 Rural 77.72 19.8 Unknown 0
3935 Male 68.00 0 0 Rural 76.09 26.0 smokes 0
3936 Female 27.00 0 0 Urban 61.80 26.8 formerly smoked 0
3937 Female 53.00 1 0 Urban 83.73 32.5 never smoked 0
3938 Male 5.00 0 0 Rural 79.33 15.0 Unknown 0
3939 Female 3.00 0 0 Rural 108.32 14.2 Unknown 0
3940 Female 20.00 0 0 Rural 103.65 17.0 formerly smoked 0
3941 Male 19.00 0 0 Rural 86.19 26.2 never smoked 0
3942 Female 31.00 0 0 Urban 131.42 24.9 smokes 0
3943 Female 63.00 0 0 Urban 69.46 26.6 never smoked 0
3944 Female 49.00 0 1 Rural 76.78 22.7 smokes 0
3945 Female 72.00 0 0 Urban 103.78 32.7 formerly smoked 0
3946 Female 50.00 1 0 Urban 213.43 36.7 smokes 0
3947 Male 41.00 0 0 Rural 93.52 31.5 Unknown 0
3948 Male 40.00 0 0 Urban 115.07 36.9 never smoked 0
3949 Male 17.00 0 0 Rural 69.45 27.6 Unknown 0
3950 Male 3.00 0 0 Rural 81.00 20.7 Unknown 0
3951 Female 33.00 0 0 Urban 83.16 20.2 Unknown 0
3952 Female 12.00 0 0 Rural 108.63 23.4 never smoked 0
3953 Male 23.00 0 0 Rural 88.06 25.3 Unknown 0
3954 Male 31.00 0 0 Rural 80.57 28.2 formerly smoked 0
3955 Female 65.00 0 0 Urban 248.24 27.0 smokes 0
3956 Female 43.00 0 0 Urban 57.79 24.8 smokes 0
3957 Female 22.00 0 0 Urban 87.40 34.8 never smoked 0
3958 Male 7.00 0 0 Urban 76.63 17.3 Unknown 0
3959 Female 81.00 0 0 Rural 58.01 27.8 never smoked 0
3960 Female 10.00 0 0 Urban 77.43 16.2 Unknown 0
3961 Female 5.00 0 0 Rural 64.45 21.7 Unknown 0
3962 Female 24.00 0 0 Urban 79.42 21.4 never smoked 0
3963 Female 45.00 0 0 Urban 82.94 29.3 Unknown 0
3964 Female 46.00 1 0 Rural 81.58 36.2 never smoked 0
3965 Male 64.00 0 0 Urban 62.21 28.3 Unknown 0
3966 Male 25.00 0 0 Rural 229.94 23.5 never smoked 0
3967 Female 12.00 0 0 Urban 116.06 25.9 Unknown 0
3968 Male 81.00 1 0 Urban 117.77 27.1 never smoked 0
3969 Male 65.00 0 0 Urban 66.69 21.5 never smoked 0
3970 Female 40.00 0 0 Rural 122.23 30.5 Unknown 0
3971 Male 81.00 0 0 Urban 168.68 23.4 formerly smoked 0
3972 Male 36.00 0 0 Rural 119.90 37.6 never smoked 0
3973 Female 32.00 0 0 Urban 110.33 24.0 smokes 0
3974 Male 31.00 0 0 Rural 77.95 25.1 never smoked 0
3975 Male 55.00 0 0 Rural 80.35 28.7 smokes 0
3976 Male 39.00 0 0 Urban 57.38 41.8 formerly smoked 0
3977 Female 17.00 0 0 Urban 96.47 25.6 Unknown 0
3978 Female 31.00 0 0 Rural 70.66 27.2 never smoked 0
3979 Female 36.00 0 0 Urban 202.06 24.4 never smoked 0
3980 Female 5.00 0 0 Urban 91.30 20.7 Unknown 0
3981 Female 29.00 0 0 Rural 67.56 19.6 Unknown 0
3982 Female 2.00 0 0 Rural 126.12 24.8 Unknown 0
3983 Female 62.00 0 0 Urban 86.40 32.6 smokes 0
3984 Female 45.00 0 0 Urban 103.22 20.5 never smoked 0
3985 Female 18.00 0 0 Rural 88.85 36.2 Unknown 0
3986 Female 29.00 0 0 Urban 63.90 45.4 smokes 0
3987 Female 52.00 0 0 Urban 81.32 27.6 formerly smoked 0
3988 Male 69.00 1 1 Urban 78.11 34.7 formerly smoked 0
3989 Female 71.00 0 0 Urban 134.65 32.4 Unknown 0
3990 Male 33.00 0 0 Rural 77.94 28.7 never smoked 0
3991 Female 43.00 1 0 Rural 56.94 45.3 Unknown 0
3992 Male 39.00 0 0 Rural 117.03 40.3 formerly smoked 0
3993 Female 60.00 0 0 Rural 207.84 38.9 never smoked 0
3994 Female 54.00 0 0 Rural 228.26 46.0 never smoked 0
3995 Male 61.00 0 0 Rural 84.43 32.4 smokes 0
3996 Male 0.24 0 0 Urban 57.09 19.4 Unknown 0
3997 Female 11.00 0 0 Urban 94.89 27.5 never smoked 0
3998 Female 75.00 0 0 Rural 132.46 26.2 Unknown 0
3999 Female 64.00 0 0 Rural 75.13 31.1 formerly smoked 0
4000 Female 78.00 0 0 Rural 76.64 34.6 never smoked 0
4001 Female 14.00 0 0 Rural 91.32 24.3 never smoked 0
4002 Female 66.00 0 0 Rural 85.90 34.6 never smoked 0
4003 Male 48.00 0 0 Urban 76.19 28.5 never smoked 0
4004 Female 44.00 0 0 Rural 85.77 32.1 Unknown 0
4005 Male 30.00 0 0 Urban 63.42 28.0 never smoked 0
4006 Male 1.48 0 0 Rural 112.02 20.9 Unknown 0
4007 Female 61.00 0 0 Urban 203.76 33.8 never smoked 0
4008 Female 54.00 0 0 Urban 98.44 25.8 formerly smoked 0
4009 Female 22.00 0 0 Urban 79.57 31.8 Unknown 0
4010 Male 47.00 0 0 Urban 63.98 26.8 smokes 0
4011 Female 67.00 0 0 Urban 101.46 25.9 formerly smoked 0
4012 Male 53.00 0 0 Urban 74.66 29.2 smokes 0
4013 Female 45.00 0 0 Rural 68.66 25.3 never smoked 0
4014 Female 65.00 0 0 Rural 205.78 41.7 never smoked 0
4015 Male 39.00 1 0 Rural 111.24 38.8 never smoked 0
4016 Male 57.00 0 0 Urban 134.76 29.1 Unknown 0
4017 Female 45.00 0 0 Urban 110.10 30.9 never smoked 0
4018 Female 28.00 0 0 Urban 100.80 39.3 formerly smoked 0
4019 Male 30.00 0 0 Urban 113.08 41.8 Unknown 0
4020 Female 31.00 0 0 Urban 56.48 26.2 formerly smoked 0
4021 Female 70.00 0 0 Urban 77.77 33.8 smokes 0
4022 Female 17.00 0 0 Urban 104.02 26.1 Unknown 0
4023 Male 44.00 1 0 Rural 83.59 24.1 never smoked 0
4024 Male 65.00 0 0 Urban 179.67 30.7 formerly smoked 0
4025 Male 6.00 0 0 Urban 91.89 22.4 Unknown 0
4026 Male 15.00 0 0 Rural 78.90 23.0 Unknown 0
4027 Female 80.00 0 0 Rural 230.74 30.2 formerly smoked 0
4028 Male 54.00 0 0 Rural 216.19 30.3 formerly smoked 0
4029 Female 79.00 0 0 Rural 83.70 28.7 never smoked 0
4030 Female 60.00 1 0 Rural 200.66 36.3 smokes 0
4031 Female 12.00 0 0 Rural 73.99 16.3 Unknown 0
4032 Female 36.00 0 0 Urban 228.50 34.5 never smoked 0
4033 Female 54.00 0 0 Urban 70.43 20.8 smokes 0
4034 Male 63.00 0 0 Urban 74.39 31.0 formerly smoked 0
4035 Female 2.00 0 0 Urban 102.92 17.6 Unknown 0
4036 Female 28.00 0 0 Urban 87.91 22.7 formerly smoked 0
4037 Female 38.00 1 0 Rural 118.55 38.4 smokes 0
4038 Male 37.00 0 0 Urban 232.29 40.8 smokes 0
4039 Male 80.00 0 1 Rural 125.32 32.9 Unknown 0
4040 Male 43.00 0 0 Urban 78.98 31.3 formerly smoked 0
4041 Male 60.00 1 0 Rural 100.20 28.5 smokes 0
4042 Female 66.00 0 0 Rural 200.91 27.6 never smoked 0
4043 Female 45.00 0 0 Rural 95.24 40.2 Unknown 0
4044 Female 29.00 0 0 Urban 56.64 24.7 never smoked 0
4045 Male 4.00 0 0 Urban 80.48 17.7 Unknown 0
4046 Female 48.00 0 0 Urban 112.96 25.4 never smoked 0
4047 Female 68.00 0 0 Rural 236.04 28.5 never smoked 0
4048 Female 57.00 0 0 Urban 73.00 26.2 never smoked 0
4049 Female 29.00 0 0 Urban 61.13 26.0 never smoked 0
4050 Female 30.00 0 0 Urban 88.56 45.3 never smoked 0
4051 Female 47.00 0 0 Rural 66.16 31.5 never smoked 0
4052 Female 73.00 0 0 Rural 88.98 20.6 smokes 0
4053 Female 66.00 0 0 Urban 94.39 29.4 Unknown 0
4054 Male 66.00 0 0 Rural 77.91 39.1 Unknown 0
4055 Female 52.00 0 0 Urban 86.85 23.8 formerly smoked 0
4056 Female 34.00 0 0 Rural 94.37 38.1 never smoked 0
4057 Female 79.00 1 0 Rural 76.64 19.5 never smoked 0
4058 Female 39.00 0 0 Urban 254.95 35.5 smokes 0
4059 Male 61.00 0 0 Urban 107.33 26.4 formerly smoked 0
4060 Female 26.00 0 0 Urban 80.94 22.2 smokes 0
4061 Female 37.00 0 0 Rural 112.02 29.1 Unknown 0
4062 Female 66.00 0 1 Rural 196.58 41.9 formerly smoked 0
4063 Female 16.00 0 0 Urban 89.14 22.6 formerly smoked 0
4064 Female 51.00 1 0 Urban 69.94 33.3 smokes 0
4065 Male 15.00 0 0 Urban 55.79 21.3 never smoked 0
4066 Male 1.72 0 0 Urban 73.08 20.4 Unknown 0
4067 Male 60.00 0 0 Urban 96.02 28.7 Unknown 0
4068 Male 66.00 0 0 Rural 189.82 28.8 formerly smoked 0
4069 Female 75.00 0 0 Urban 89.68 38.7 never smoked 0
4070 Female 40.00 0 0 Urban 101.06 32.3 smokes 0
4071 Female 52.00 0 0 Rural 62.66 37.9 Unknown 0
4072 Female 13.00 0 0 Urban 84.03 25.3 Unknown 0
4073 Female 44.00 0 0 Rural 108.38 27.7 Unknown 0
4074 Female 37.00 0 0 Rural 78.79 25.1 Unknown 0
4075 Male 2.00 0 0 Rural 76.12 16.8 Unknown 0
4076 Female 48.00 0 0 Rural 68.01 27.7 never smoked 0
4077 Female 81.00 0 1 Urban 90.11 28.6 never smoked 0
4078 Female 76.00 0 0 Urban 193.61 37.6 never smoked 0
4079 Female 58.00 0 0 Rural 195.74 32.7 Unknown 0
4080 Female 11.00 0 0 Rural 94.77 22.7 Unknown 0
4081 Female 9.00 0 0 Urban 85.00 16.0 Unknown 0
4082 Male 54.00 0 0 Urban 141.37 23.5 never smoked 0
4083 Female 37.00 0 0 Urban 90.71 45.8 Unknown 0
4084 Female 16.00 0 0 Rural 106.80 20.8 never smoked 0
4085 Male 11.00 0 0 Rural 121.66 16.7 Unknown 0
4086 Female 32.00 0 0 Urban 85.18 22.2 smokes 0
4087 Female 26.00 0 0 Rural 130.07 33.1 never smoked 0
4088 Female 21.00 0 0 Rural 74.24 32.7 never smoked 0
4089 Female 45.00 0 0 Urban 79.98 41.4 never smoked 0
4090 Female 40.00 0 0 Urban 106.76 24.1 formerly smoked 0
4091 Female 41.00 0 0 Urban 76.34 28.0 Unknown 0
4092 Female 71.00 1 1 Rural 221.24 24.2 Unknown 0
4093 Male 16.00 0 0 Urban 80.55 23.5 smokes 0
4094 Female 7.00 0 0 Rural 63.98 23.0 Unknown 0
4095 Female 27.00 0 0 Rural 55.93 20.3 smokes 0
4096 Female 22.00 0 0 Rural 73.94 24.8 Unknown 0
4097 Female 79.00 0 0 Rural 65.58 26.1 Unknown 0
4098 Female 38.00 0 0 Rural 83.80 24.2 smokes 0
4099 Female 64.00 0 0 Urban 95.87 19.3 formerly smoked 0
4100 Male 4.00 0 0 Rural 112.83 18.2 Unknown 0
4101 Female 23.00 0 0 Rural 84.93 24.2 never smoked 0
4102 Male 35.00 0 0 Rural 103.08 41.5 smokes 0
4103 Male 66.00 0 0 Rural 85.98 28.0 Unknown 0
4104 Male 34.00 0 0 Urban 83.75 37.0 never smoked 0
4105 Female 19.00 0 0 Urban 125.43 32.2 Unknown 0
4106 Male 73.00 0 0 Urban 101.58 35.9 never smoked 0
4107 Female 70.00 0 0 Rural 149.80 47.6 Unknown 0
4108 Female 45.00 0 0 Rural 112.55 32.1 never smoked 0
4109 Male 81.00 0 0 Rural 92.96 22.2 never smoked 0
4110 Female 0.72 0 0 Rural 112.19 20.1 Unknown 0
4111 Male 57.00 0 1 Urban 112.37 28.4 never smoked 0
4112 Female 38.00 0 0 Urban 151.26 20.6 never smoked 0
4113 Male 21.00 0 0 Urban 73.81 19.8 Unknown 0
4114 Female 38.00 0 0 Urban 77.20 23.4 Unknown 0
4115 Female 41.00 0 0 Urban 76.08 25.1 never smoked 0
4116 Female 26.00 0 0 Rural 123.98 30.1 never smoked 0
4117 Female 48.00 0 0 Urban 108.51 33.3 Unknown 0
4118 Male 18.00 0 0 Rural 98.07 24.0 never smoked 0
4119 Male 66.00 0 0 Urban 85.82 27.8 never smoked 0
4120 Female 27.00 0 0 Rural 86.21 21.4 Unknown 0
4121 Female 18.00 0 0 Urban 99.01 25.5 formerly smoked 0
4122 Male 11.00 0 0 Rural 80.08 21.8 never smoked 0
4123 Female 7.00 0 0 Rural 69.47 18.9 Unknown 0
4124 Female 54.00 0 0 Urban 85.07 21.9 Unknown 0
4125 Male 43.00 0 0 Rural 88.00 30.6 never smoked 0
4126 Female 61.00 0 0 Rural 144.14 29.8 never smoked 0
4127 Male 31.00 0 0 Urban 78.80 28.7 smokes 0
4128 Female 40.00 0 0 Urban 86.78 35.5 smokes 0
4129 Female 71.00 1 0 Rural 105.72 29.1 formerly smoked 0
4130 Female 57.00 0 0 Rural 64.37 32.8 never smoked 0
4131 Female 13.00 0 0 Rural 146.10 22.8 never smoked 0
4132 Female 21.00 0 0 Urban 58.66 31.3 never smoked 0
4133 Female 63.00 1 0 Urban 192.50 29.0 never smoked 0
4134 Male 7.00 0 0 Rural 103.50 19.0 Unknown 0
4135 Female 78.00 0 0 Urban 89.42 24.1 never smoked 0
4136 Female 66.00 0 0 Rural 212.92 21.4 never smoked 0
4137 Male 41.00 0 0 Rural 60.73 28.0 never smoked 0
4138 Male 11.00 0 0 Urban 73.18 27.6 never smoked 0
4139 Male 55.00 0 0 Urban 82.26 28.7 Unknown 0
4140 Female 42.00 0 0 Urban 87.40 24.5 formerly smoked 0
4141 Male 51.00 0 0 Rural 86.95 25.0 formerly smoked 0
4142 Female 79.00 1 0 Rural 74.00 29.6 never smoked 0
4143 Male 28.00 0 0 Urban 73.98 29.9 never smoked 0
4144 Female 73.00 1 0 Rural 124.78 35.6 never smoked 0
4145 Female 42.00 0 0 Urban 191.94 27.9 never smoked 0
4146 Female 37.00 0 0 Urban 247.87 42.6 never smoked 0
4147 Male 78.00 0 0 Rural 83.20 21.2 formerly smoked 0
4148 Female 74.00 0 0 Urban 88.62 28.5 formerly smoked 0
4149 Female 59.00 0 0 Urban 81.51 25.6 formerly smoked 0
4150 Female 82.00 1 0 Urban 115.71 31.1 formerly smoked 0
4151 Male 71.00 1 0 Rural 229.73 30.4 never smoked 0
4152 Female 19.00 0 0 Rural 57.40 22.9 Unknown 0
4153 Male 18.00 0 0 Rural 100.47 31.9 never smoked 0
4154 Female 53.00 0 0 Rural 81.36 48.8 never smoked 0
4155 Female 62.00 1 0 Rural 261.67 43.0 formerly smoked 0
4156 Male 3.00 0 0 Rural 110.20 21.8 Unknown 0
4157 Female 49.00 1 0 Rural 98.90 35.5 never smoked 0
4158 Male 51.00 0 0 Rural 95.19 24.3 smokes 0
4159 Female 53.00 0 0 Rural 105.28 23.1 never smoked 0
4160 Female 10.00 0 0 Rural 83.03 18.5 Unknown 0
4161 Male 54.00 0 0 Rural 89.41 42.4 smokes 0
4162 Female 40.00 0 0 Rural 70.56 32.3 never smoked 0
4163 Female 3.00 0 0 Urban 78.79 22.6 Unknown 0
4164 Female 12.00 0 0 Rural 70.13 17.8 Unknown 0
4165 Male 56.00 0 0 Rural 62.68 18.4 never smoked 0
4166 Female 43.00 0 0 Urban 71.77 26.9 never smoked 0
4167 Female 28.00 0 0 Rural 77.99 32.0 smokes 0
4168 Male 28.00 0 0 Urban 256.74 23.4 formerly smoked 0
4169 Male 56.00 0 0 Rural 93.72 31.4 never smoked 0
4170 Female 14.00 0 0 Urban 63.74 22.4 Unknown 0
4171 Female 63.00 0 0 Urban 60.67 28.9 formerly smoked 0
4172 Female 29.00 0 0 Urban 112.08 27.4 never smoked 0
4173 Male 47.00 0 1 Urban 101.81 28.4 smokes 0
4174 Male 63.00 1 0 Rural 60.17 23.5 smokes 0
4175 Male 40.00 0 0 Rural 65.29 28.3 never smoked 0
4176 Female 40.00 0 0 Urban 153.24 38.2 Unknown 0
4177 Male 55.00 0 0 Rural 61.42 33.3 smokes 0
4178 Female 43.00 0 0 Urban 86.67 33.3 never smoked 0
4179 Female 59.00 0 0 Rural 82.42 28.8 never smoked 0
4180 Female 78.00 1 0 Rural 100.54 32.1 smokes 0
4181 Female 27.00 0 0 Urban 111.48 28.9 never smoked 0
4182 Female 49.00 0 0 Urban 85.33 25.5 never smoked 0
4183 Male 14.00 0 0 Urban 126.57 25.9 formerly smoked 0
4184 Female 17.00 0 0 Urban 81.51 19.5 formerly smoked 0
4185 Male 42.00 0 0 Rural 67.97 23.8 Unknown 0
4186 Female 36.00 0 0 Urban 77.92 24.9 Unknown 0
4187 Male 19.00 0 0 Urban 80.54 18.5 smokes 0
4188 Male 55.00 0 0 Urban 76.47 30.6 Unknown 0
4189 Female 8.00 0 0 Urban 87.15 16.1 Unknown 0
4190 Female 56.00 0 0 Urban 86.07 32.5 Unknown 0
4191 Male 54.00 0 0 Rural 106.52 27.4 formerly smoked 0
4192 Male 15.00 0 0 Rural 94.24 30.2 Unknown 0
4193 Female 43.00 0 0 Urban 89.73 23.5 formerly smoked 0
4194 Male 52.00 0 0 Urban 208.39 36.0 formerly smoked 0
4195 Female 62.00 0 0 Rural 128.61 24.8 never smoked 0
4196 Male 54.00 0 0 Rural 57.56 27.5 never smoked 0
4197 Male 60.00 0 0 Urban 227.23 40.0 formerly smoked 0
4198 Male 7.00 0 0 Urban 77.76 18.1 Unknown 0
4199 Male 3.00 0 0 Urban 72.76 18.8 Unknown 0
4200 Female 39.00 0 0 Rural 90.11 23.6 never smoked 0
4201 Male 60.00 0 0 Rural 203.27 29.7 never smoked 0
4202 Female 60.00 1 0 Urban 234.50 43.7 never smoked 0
4203 Female 46.00 0 0 Urban 71.12 27.3 never smoked 0
4204 Male 26.00 0 0 Urban 190.67 20.2 never smoked 0
4205 Female 12.00 0 0 Rural 116.04 23.8 Unknown 0
4206 Male 16.00 0 0 Urban 82.95 21.4 never smoked 0
4207 Female 2.00 0 0 Urban 112.75 25.1 Unknown 0
4208 Female 82.00 0 0 Urban 82.63 17.9 smokes 0
4209 Female 32.00 0 0 Urban 92.75 34.5 smokes 0
4210 Female 62.00 0 0 Rural 117.63 27.1 formerly smoked 0
4211 Female 75.00 1 0 Rural 197.06 26.1 never smoked 0
4212 Female 81.00 1 0 Urban 216.07 43.4 never smoked 0
4213 Female 37.00 0 0 Rural 76.03 33.2 never smoked 0
4214 Female 28.00 0 0 Urban 62.44 37.2 Unknown 0
4215 Female 25.00 0 0 Rural 108.82 41.3 smokes 0
4216 Male 44.00 0 0 Urban 101.66 35.4 never smoked 0
4217 Female 11.00 0 0 Rural 121.15 26.1 Unknown 0
4218 Male 54.00 1 0 Rural 116.44 24.5 never smoked 0
4219 Female 43.00 0 0 Urban 93.30 32.7 never smoked 0
4220 Female 56.00 0 0 Urban 144.33 29.2 never smoked 0
4221 Female 37.00 0 0 Urban 98.02 20.4 never smoked 0
4222 Male 60.00 0 0 Urban 80.67 33.5 Unknown 0
4223 Female 4.00 0 0 Urban 94.27 14.0 Unknown 0
4224 Female 51.00 0 0 Rural 76.35 33.5 formerly smoked 0
4225 Male 82.00 0 1 Urban 57.56 27.5 never smoked 0
4226 Female 56.00 0 0 Urban 179.14 35.3 Unknown 0
4227 Female 60.00 0 0 Rural 63.49 30.1 never smoked 0
4228 Male 35.00 0 0 Rural 145.18 32.6 smokes 0
4229 Female 32.00 0 0 Rural 66.30 47.5 never smoked 0
4230 Female 45.00 0 0 Rural 120.56 31.6 never smoked 0
4231 Male 10.00 0 0 Rural 69.20 23.5 formerly smoked 0
4232 Female 68.00 1 0 Urban 150.74 40.3 Unknown 0
4233 Female 51.00 0 0 Urban 81.38 34.1 smokes 0
4234 Male 8.00 0 0 Urban 78.48 16.1 Unknown 0
4235 Female 63.00 0 0 Rural 203.87 26.4 never smoked 0
4236 Male 4.00 0 0 Urban 87.00 19.0 Unknown 0
4237 Female 33.00 0 0 Rural 84.68 34.7 formerly smoked 0
4238 Female 56.00 0 1 Urban 91.89 23.3 smokes 0
4239 Male 49.00 0 1 Rural 88.97 32.6 never smoked 0
4240 Female 30.00 0 0 Urban 116.98 26.0 never smoked 0
4241 Male 16.00 0 0 Urban 135.82 35.1 never smoked 0
4242 Female 1.80 0 0 Rural 96.62 18.6 Unknown 0
4243 Male 54.00 0 0 Rural 106.53 30.4 formerly smoked 0
4244 Male 49.00 0 0 Rural 58.42 32.8 formerly smoked 0
4245 Female 17.00 0 0 Rural 79.62 21.6 never smoked 0
4246 Male 11.00 0 0 Urban 141.84 23.3 Unknown 0
4247 Male 51.00 0 0 Rural 78.05 31.4 never smoked 0
4248 Male 74.00 1 1 Rural 77.16 26.3 never smoked 0
4249 Female 42.00 0 0 Urban 86.30 20.1 never smoked 0
4250 Female 69.00 0 0 Urban 83.55 28.3 formerly smoked 0
4251 Female 22.00 0 0 Rural 102.00 40.4 smokes 0
4252 Female 25.00 0 0 Urban 68.07 18.6 smokes 0
4253 Male 17.00 0 0 Rural 81.77 44.7 never smoked 0
4254 Male 64.00 0 0 Rural 82.62 25.3 smokes 0
4255 Female 50.00 0 0 Urban 102.03 28.3 Unknown 0
4256 Male 52.00 1 0 Urban 235.06 39.9 formerly smoked 0
4257 Female 37.00 0 0 Urban 76.98 34.7 never smoked 0
4258 Female 31.00 0 0 Urban 82.31 31.9 never smoked 0
4259 Female 52.00 0 0 Urban 83.84 35.0 Unknown 0
4260 Female 56.00 0 0 Urban 98.14 32.7 formerly smoked 0
4261 Female 43.00 0 0 Rural 84.04 30.6 Unknown 0
4262 Male 11.00 0 0 Rural 92.24 27.9 Unknown 0
4263 Female 2.00 0 0 Urban 94.92 20.4 Unknown 0
4264 Female 16.00 0 0 Rural 112.70 29.6 never smoked 0
4265 Male 23.00 0 0 Urban 74.34 23.5 never smoked 0
4266 Female 40.00 0 0 Urban 72.99 46.4 Unknown 0
4267 Male 15.00 0 0 Urban 104.90 27.4 never smoked 0
4268 Male 48.00 0 0 Rural 99.96 25.2 never smoked 0
4269 Male 33.00 0 0 Urban 85.27 25.8 Unknown 0
4270 Male 46.00 0 0 Urban 60.32 33.3 smokes 0
4271 Female 53.00 0 0 Rural 94.14 27.7 smokes 0
4272 Male 68.00 0 0 Urban 195.43 28.9 never smoked 0
4273 Male 60.00 0 0 Rural 200.25 33.1 never smoked 0
4274 Male 57.00 0 0 Rural 90.31 38.1 smokes 0
4275 Female 51.00 0 0 Urban 95.33 27.9 never smoked 0
4276 Female 0.40 0 0 Rural 85.65 17.4 Unknown 0
4277 Female 76.00 0 0 Urban 223.64 27.1 smokes 0
4278 Female 46.00 0 0 Rural 76.43 22.7 Unknown 0
4279 Female 23.00 0 0 Urban 98.66 28.3 Unknown 0
4280 Male 9.00 0 0 Urban 75.84 21.5 Unknown 0
4281 Female 53.00 0 0 Urban 85.46 30.0 never smoked 0
4282 Male 4.00 0 0 Urban 81.33 18.6 Unknown 0
4283 Female 62.00 1 0 Urban 199.78 45.2 Unknown 0
4284 Male 37.00 0 0 Urban 176.42 39.7 Unknown 0
4285 Female 82.00 1 1 Urban 101.56 31.5 never smoked 0
4286 Female 33.00 0 0 Urban 84.48 23.2 formerly smoked 0
4287 Male 3.00 0 0 Urban 93.21 27.3 Unknown 0
4288 Male 14.00 0 0 Urban 72.88 26.5 never smoked 0
4289 Male 16.00 0 0 Urban 84.10 19.3 Unknown 0
4290 Male 40.00 0 0 Rural 72.84 26.1 Unknown 0
4291 Female 18.00 0 0 Urban 70.89 19.8 never smoked 0
4292 Female 29.00 0 0 Rural 108.14 25.1 formerly smoked 0
4293 Female 56.00 0 0 Rural 244.30 37.3 never smoked 0
4294 Male 33.00 0 0 Rural 88.04 30.3 formerly smoked 0
4295 Male 2.00 0 0 Rural 65.84 16.1 Unknown 0
4296 Male 36.00 0 0 Rural 106.73 25.1 never smoked 0
4297 Male 30.00 0 0 Urban 106.03 26.7 Unknown 0
4298 Female 31.00 0 0 Urban 80.88 29.3 formerly smoked 0
4299 Male 16.00 0 0 Urban 140.10 38.7 never smoked 0
4300 Male 58.00 0 0 Urban 127.40 35.8 formerly smoked 0
4301 Female 19.00 0 0 Urban 87.72 21.7 never smoked 0
4302 Male 47.00 0 0 Rural 58.23 31.4 formerly smoked 0
4303 Male 59.00 0 0 Rural 69.37 26.9 formerly smoked 0
4304 Female 40.00 0 0 Urban 58.64 33.0 never smoked 0
4305 Female 26.00 0 0 Urban 59.67 24.5 smokes 0
4306 Female 30.00 0 0 Urban 105.08 25.5 never smoked 0
4307 Female 19.00 0 0 Urban 89.30 22.1 never smoked 0
4308 Female 78.00 0 0 Rural 61.38 24.3 Unknown 0
4309 Female 55.00 0 0 Rural 56.11 32.4 formerly smoked 0
4310 Male 57.00 0 0 Urban 75.53 33.1 formerly smoked 0
4311 Male 33.00 0 0 Urban 107.47 26.7 never smoked 0
4312 Female 35.00 0 0 Urban 76.00 37.9 Unknown 0
4313 Male 32.00 0 0 Urban 90.28 39.6 never smoked 0
4314 Female 55.00 0 0 Urban 65.22 19.8 never smoked 0
4315 Male 28.00 0 0 Urban 86.24 30.0 Unknown 0
4316 Male 25.00 0 0 Urban 166.38 23.1 never smoked 0
4317 Female 45.00 0 0 Urban 78.91 34.3 Unknown 0
4318 Female 34.00 0 0 Urban 226.28 38.4 Unknown 0
4319 Male 33.00 0 0 Urban 90.73 32.8 smokes 0
4320 Male 65.00 0 0 Rural 172.86 34.4 never smoked 0
4321 Female 62.00 0 0 Rural 213.92 44.6 never smoked 0
4322 Male 36.00 0 0 Urban 92.23 32.8 never smoked 0
4323 Male 31.00 0 0 Urban 79.81 26.4 never smoked 0
4324 Male 54.00 0 0 Rural 81.78 27.3 Unknown 0
4325 Female 53.00 0 0 Rural 102.00 32.4 never smoked 0
4326 Female 44.00 0 0 Rural 68.42 43.2 smokes 0
4327 Male 77.00 0 0 Urban 94.68 33.6 Unknown 0
4328 Female 67.00 0 0 Rural 125.33 26.4 Unknown 0
4329 Female 48.00 0 0 Urban 212.19 46.9 never smoked 0
4330 Male 42.00 0 0 Urban 89.00 36.3 formerly smoked 0
4331 Male 72.00 1 1 Rural 60.98 34.9 formerly smoked 0
4332 Male 49.00 0 0 Urban 58.19 29.6 smokes 0
4333 Female 1.32 0 0 Rural 67.68 16.5 Unknown 0
4334 Female 45.00 0 0 Rural 84.99 35.4 Unknown 0
4335 Female 63.00 1 0 Urban 62.13 23.6 never smoked 0
4336 Female 33.00 0 0 Rural 57.10 33.1 never smoked 0
4337 Male 32.00 0 0 Urban 97.95 40.2 smokes 0
4338 Female 0.48 0 0 Rural 94.06 14.8 Unknown 0
4339 Female 63.00 0 0 Urban 93.88 34.8 Unknown 0
4340 Male 70.00 0 0 Rural 90.30 33.5 formerly smoked 0
4341 Female 57.00 0 0 Urban 83.14 31.9 never smoked 0
4342 Male 8.00 0 0 Urban 118.66 16.1 Unknown 0
4343 Male 37.00 0 0 Urban 90.78 35.9 Unknown 0
4344 Male 59.00 0 0 Urban 66.46 39.6 formerly smoked 0
4345 Female 78.00 0 0 Urban 73.56 27.5 formerly smoked 0
4346 Female 59.00 0 0 Urban 200.80 32.3 Unknown 0
4347 Female 10.00 0 0 Urban 57.28 15.4 never smoked 0
4348 Male 21.00 0 0 Rural 92.87 28.4 smokes 0
4349 Male 2.00 0 0 Rural 96.47 19.5 Unknown 0
4350 Female 55.00 0 0 Urban 99.44 25.0 formerly smoked 0
4351 Female 20.00 0 0 Urban 77.96 26.3 smokes 0
4352 Female 38.00 1 0 Rural 60.13 39.6 never smoked 0
4353 Female 33.00 0 0 Rural 88.17 38.6 formerly smoked 0
4354 Male 14.00 0 0 Rural 84.41 33.9 never smoked 0
4355 Male 32.00 0 0 Rural 72.34 32.2 Unknown 0
4356 Female 32.00 0 0 Rural 68.72 25.1 never smoked 0
4357 Female 68.00 0 0 Urban 222.58 37.4 smokes 0
4358 Male 70.00 0 0 Rural 66.06 30.1 formerly smoked 0
4359 Female 24.00 0 0 Rural 156.43 27.0 formerly smoked 0
4360 Male 44.00 0 0 Urban 105.76 32.4 formerly smoked 0
4361 Male 39.00 0 0 Rural 73.07 26.8 smokes 0
4362 Female 81.00 0 0 Rural 99.48 27.2 never smoked 0
4363 Male 19.00 0 0 Rural 79.60 36.7 Unknown 0
4364 Female 69.00 0 0 Urban 70.00 36.0 never smoked 0
4365 Female 42.00 0 0 Rural 112.98 37.2 formerly smoked 0
4366 Male 8.00 0 0 Urban 61.07 19.1 Unknown 0
4367 Male 8.00 0 0 Rural 63.43 21.8 Unknown 0
4368 Female 28.00 0 0 Urban 73.20 26.5 smokes 0
4369 Female 66.00 0 0 Urban 102.73 35.0 formerly smoked 0
4370 Female 66.00 0 0 Rural 74.88 32.6 never smoked 0
4371 Female 47.00 0 0 Urban 122.43 23.9 never smoked 0
4372 Female 78.00 0 0 Urban 84.21 33.7 never smoked 0
4373 Female 65.00 0 0 Rural 80.42 29.4 formerly smoked 0
4374 Male 78.00 0 0 Urban 80.44 29.0 never smoked 0
4375 Female 68.00 0 0 Rural 80.63 20.2 never smoked 0
4376 Female 65.00 0 0 Urban 104.12 27.4 never smoked 0
4377 Female 70.00 0 0 Rural 96.82 25.0 never smoked 0
4378 Female 59.00 0 0 Urban 88.10 30.7 never smoked 0
4379 Male 31.00 0 0 Rural 64.85 23.0 Unknown 0
4380 Female 32.00 0 0 Rural 102.87 26.6 smokes 0
4381 Male 5.00 0 0 Urban 83.75 18.1 Unknown 0
4382 Male 55.00 0 0 Rural 97.68 47.1 formerly smoked 0
4383 Female 61.00 0 0 Urban 97.58 29.7 formerly smoked 0
4384 Female 48.00 0 0 Rural 74.16 19.9 never smoked 0
4385 Female 50.00 0 0 Urban 100.93 32.7 never smoked 0
4386 Male 63.00 1 0 Urban 232.78 31.8 formerly smoked 0
4387 Male 67.00 0 0 Rural 86.96 31.4 formerly smoked 0
4388 Female 43.00 0 0 Urban 67.50 20.4 formerly smoked 0
4389 Male 59.00 0 0 Urban 81.21 33.2 smokes 0
4390 Male 47.00 0 0 Rural 110.14 30.5 smokes 0
4391 Male 50.00 0 0 Urban 120.44 30.3 never smoked 0
4392 Male 51.00 0 1 Urban 187.47 34.2 never smoked 0
4393 Male 44.00 0 1 Urban 94.62 34.4 Unknown 0
4394 Female 39.00 0 0 Rural 89.57 48.1 never smoked 0
4395 Female 24.00 0 0 Urban 95.31 22.8 never smoked 0
4396 Male 62.00 0 0 Rural 75.07 30.5 never smoked 0
4397 Female 61.00 0 0 Rural 106.65 35.9 formerly smoked 0
4398 Female 78.00 0 0 Urban 234.06 33.7 never smoked 0
4399 Male 15.00 0 0 Rural 144.15 24.1 never smoked 0
4400 Female 23.00 0 0 Urban 58.81 25.4 never smoked 0
4401 Male 79.00 0 0 Urban 242.62 25.5 never smoked 0
4402 Male 57.00 0 0 Urban 93.04 29.2 never smoked 0
4403 Male 9.00 0 0 Urban 150.00 17.4 Unknown 0
4404 Male 55.00 0 0 Urban 63.56 29.9 Unknown 0
4405 Female 82.00 0 0 Rural 96.98 21.5 never smoked 0
4406 Female 19.00 0 0 Rural 66.70 24.7 never smoked 0
4407 Male 41.00 0 0 Rural 79.66 25.1 Unknown 0
4408 Female 79.00 0 0 Rural 90.16 34.4 never smoked 0
4409 Female 23.00 0 0 Rural 104.09 27.9 Unknown 0
4410 Female 77.00 0 0 Rural 90.96 31.5 formerly smoked 0
4411 Female 78.00 1 0 Rural 152.38 31.8 never smoked 0
4412 Female 24.00 0 0 Rural 114.54 30.1 smokes 0
4413 Female 81.00 1 0 Urban 174.54 26.4 never smoked 0
4414 Female 46.00 0 0 Rural 106.47 27.2 Unknown 0
4415 Female 29.00 0 0 Urban 73.63 22.5 smokes 0
4416 Female 59.00 0 0 Urban 98.52 29.8 formerly smoked 0
4417 Male 41.00 0 0 Rural 62.93 26.1 smokes 0
4418 Female 17.00 0 0 Urban 67.87 24.9 formerly smoked 0
4419 Female 8.00 0 0 Rural 120.43 23.5 Unknown 0
4420 Female 23.00 0 0 Rural 76.56 30.1 never smoked 0
4421 Female 45.00 0 0 Urban 108.03 37.3 never smoked 0
4422 Male 67.00 0 0 Rural 83.16 25.5 formerly smoked 0
4423 Female 78.00 0 0 Rural 67.90 35.3 never smoked 0
4424 Male 18.00 0 0 Rural 115.46 27.6 Unknown 0
4425 Female 35.00 0 0 Rural 123.94 28.7 never smoked 0
4426 Female 54.00 0 0 Urban 231.54 29.9 never smoked 0
4427 Female 71.00 1 0 Urban 219.80 34.2 formerly smoked 0
4428 Female 24.00 0 0 Rural 187.99 24.9 smokes 0
4429 Male 60.00 0 0 Rural 234.45 36.8 formerly smoked 0
4430 Male 75.00 0 0 Rural 75.47 24.5 formerly smoked 0
4431 Male 48.00 0 0 Rural 98.24 34.6 never smoked 0
4432 Male 62.00 0 0 Rural 66.20 30.0 Unknown 0
4433 Female 20.00 0 0 Rural 94.67 28.8 Unknown 0
4434 Male 69.00 1 0 Urban 75.95 28.6 never smoked 0
4435 Female 60.00 0 0 Rural 111.79 23.6 smokes 0
4436 Female 12.00 0 0 Rural 80.89 20.1 Unknown 0
4437 Female 28.00 0 0 Rural 86.91 21.1 formerly smoked 0
4438 Female 55.00 0 0 Urban 59.36 34.1 smokes 0
4439 Female 51.00 0 0 Rural 66.67 29.5 never smoked 0
4440 Female 16.00 0 0 Rural 87.54 37.8 never smoked 0
4441 Male 56.00 0 0 Urban 139.87 31.2 smokes 0
4442 Male 52.00 0 0 Rural 67.92 31.1 never smoked 0
4443 Female 59.00 0 0 Urban 83.62 34.2 Unknown 0
4444 Female 9.00 0 0 Rural 110.97 17.7 Unknown 0
4445 Female 34.00 0 0 Rural 70.53 39.2 never smoked 0
4446 Female 47.00 0 0 Rural 115.91 22.2 formerly smoked 0
4447 Male 46.00 0 0 Urban 59.74 29.5 smokes 0
4448 Male 49.00 0 0 Rural 62.64 27.0 never smoked 0
4449 Male 10.00 0 0 Rural 84.81 16.8 never smoked 0
4450 Female 76.00 1 0 Urban 78.68 23.3 never smoked 0
4451 Male 82.00 0 0 Urban 217.57 33.5 formerly smoked 0
4452 Female 3.00 0 0 Rural 79.76 15.6 Unknown 0
4453 Female 76.00 1 0 Rural 63.28 28.2 never smoked 0
4454 Male 16.00 0 0 Rural 78.48 22.6 never smoked 0
4455 Female 44.00 0 0 Rural 70.48 20.2 never smoked 0
4456 Female 17.00 0 0 Rural 120.96 22.2 formerly smoked 0
4457 Female 73.00 0 0 Rural 77.29 22.6 never smoked 0
4458 Male 31.00 0 0 Urban 108.51 26.7 Unknown 0
4459 Male 17.00 0 0 Urban 113.85 22.9 Unknown 0
4460 Male 73.00 0 0 Rural 121.83 30.3 formerly smoked 0
4461 Female 8.00 0 0 Urban 81.53 14.8 Unknown 0
4462 Male 42.00 0 0 Urban 58.35 24.3 never smoked 0
4463 Female 40.00 0 0 Urban 65.42 17.4 formerly smoked 0
4464 Male 79.00 0 0 Rural 69.34 29.0 never smoked 0
4465 Male 53.00 0 0 Urban 109.09 26.3 smokes 0
4466 Female 48.00 0 0 Rural 114.92 29.2 Unknown 0
4467 Female 17.00 0 0 Rural 120.58 18.3 never smoked 0
4468 Female 23.00 0 0 Rural 165.36 21.9 smokes 0
4469 Male 9.00 0 0 Urban 66.11 16.3 Unknown 0
4470 Female 81.00 1 1 Rural 126.34 27.4 smokes 0
4471 Male 21.00 0 0 Rural 92.86 23.2 never smoked 0
4472 Male 29.00 0 0 Rural 96.77 30.3 formerly smoked 0
4473 Male 8.00 0 0 Rural 89.24 16.7 Unknown 0
4474 Female 39.00 0 0 Rural 89.32 31.0 formerly smoked 0
4475 Female 64.00 0 0 Urban 65.63 33.5 smokes 0
4476 Male 9.00 0 0 Urban 123.66 17.0 Unknown 0
4477 Male 17.00 0 0 Rural 63.82 19.4 smokes 0
4478 Male 8.00 0 0 Rural 108.06 14.6 Unknown 0
4479 Male 62.00 0 0 Rural 136.18 32.2 Unknown 0
4480 Male 73.00 1 0 Urban 71.29 37.7 never smoked 0
4481 Male 48.00 0 0 Rural 76.58 27.4 never smoked 0
4482 Male 17.00 0 0 Rural 119.58 25.0 never smoked 0
4483 Female 10.00 0 0 Urban 109.30 20.1 Unknown 0
4484 Female 74.00 0 0 Urban 111.94 21.7 never smoked 0
4485 Male 62.00 0 0 Urban 81.64 38.2 never smoked 0
4486 Male 5.00 0 0 Rural 97.64 17.0 Unknown 0
4487 Female 43.00 0 0 Rural 110.32 28.4 never smoked 0
4488 Female 39.00 0 0 Rural 79.00 30.0 never smoked 0
4489 Female 37.00 0 0 Urban 95.08 34.1 never smoked 0
4490 Male 15.00 0 0 Urban 137.27 19.3 never smoked 0
4491 Female 36.00 0 0 Urban 57.83 21.6 smokes 0
4492 Male 34.00 0 0 Rural 84.08 32.9 never smoked 0
4493 Male 75.00 1 0 Urban 234.51 27.2 formerly smoked 0
4494 Male 53.00 0 0 Urban 142.64 27.8 smokes 0
4495 Female 61.00 0 0 Rural 69.77 29.9 never smoked 0
4496 Female 45.00 0 0 Urban 71.40 28.4 smokes 0
4497 Female 17.00 0 0 Urban 79.61 24.1 Unknown 0
4498 Female 17.00 0 0 Rural 77.46 24.0 Unknown 0
4499 Female 19.00 0 0 Urban 96.85 23.4 Unknown 0
4500 Female 54.00 1 0 Urban 182.22 32.6 formerly smoked 0
4501 Female 51.00 0 0 Urban 67.26 33.1 formerly smoked 0
4502 Female 44.00 0 0 Rural 60.02 33.8 formerly smoked 0
4503 Female 82.00 0 0 Urban 113.45 30.3 never smoked 0
4504 Female 49.00 0 0 Urban 112.31 36.9 Unknown 0
4505 Female 34.00 0 0 Rural 68.53 29.7 never smoked 0
4506 Female 63.00 1 0 Rural 57.15 38.8 never smoked 0
4507 Female 79.00 0 0 Rural 214.73 30.9 never smoked 0
4508 Female 81.00 0 0 Rural 91.82 36.9 Unknown 0
4509 Female 14.00 0 0 Urban 71.80 18.8 Unknown 0
4510 Female 31.00 0 0 Urban 63.41 25.5 formerly smoked 0
4511 Male 57.00 0 0 Urban 106.24 32.3 never smoked 0
4512 Male 32.00 0 0 Rural 83.01 25.8 smokes 0
4513 Male 66.00 0 0 Rural 67.92 31.1 formerly smoked 0
4514 Female 22.00 0 0 Rural 74.99 27.9 smokes 0
4515 Female 1.32 0 0 Rural 75.22 18.6 Unknown 0
4516 Female 20.00 0 0 Urban 61.88 20.1 never smoked 0
4517 Female 41.00 0 0 Urban 65.67 26.7 smokes 0
4518 Female 48.00 0 0 Urban 110.18 30.3 smokes 0
4519 Male 49.00 1 0 Rural 119.30 30.4 formerly smoked 0
4520 Male 73.00 0 0 Rural 208.69 30.0 Unknown 0
4521 Male 19.00 0 0 Rural 95.18 24.9 smokes 0
4522 Male 1.08 0 0 Rural 83.27 24.3 Unknown 0
4523 Female 31.00 0 0 Rural 90.29 38.7 Unknown 0
4524 Male 4.00 0 0 Urban 81.87 18.6 Unknown 0
4525 Male 1.80 0 0 Urban 153.31 17.1 Unknown 0
4526 Male 44.00 0 0 Rural 101.46 29.4 Unknown 0
4527 Female 4.00 0 0 Urban 72.49 16.9 Unknown 0
4528 Male 55.00 0 0 Rural 86.58 34.2 never smoked 0
4529 Female 34.00 0 0 Urban 113.26 27.6 never smoked 0
4530 Female 30.00 0 0 Urban 84.92 47.8 never smoked 0
4531 Female 7.00 0 0 Urban 128.17 18.9 Unknown 0
4532 Male 75.00 0 0 Rural 93.93 24.4 formerly smoked 0
4533 Male 14.00 0 0 Urban 99.87 25.2 Unknown 0
4534 Female 61.00 0 0 Urban 129.31 30.7 formerly smoked 0
4535 Female 55.00 0 0 Urban 89.43 26.1 formerly smoked 0
4536 Female 14.00 0 0 Rural 101.60 25.3 never smoked 0
4537 Female 36.00 0 0 Rural 66.55 32.8 smokes 0
4538 Female 57.00 1 1 Rural 231.72 45.7 formerly smoked 0
4539 Female 20.00 0 0 Urban 96.69 24.6 Unknown 0
4540 Male 32.00 0 0 Rural 102.13 32.3 never smoked 0
4541 Female 43.00 0 0 Urban 100.88 47.6 smokes 0
4542 Male 43.00 0 0 Rural 66.22 34.4 Unknown 0
4543 Female 1.08 0 0 Urban 109.33 18.2 Unknown 0
4544 Female 49.00 0 0 Urban 206.53 44.5 smokes 0
4545 Female 53.00 0 0 Rural 83.91 36.6 Unknown 0
4546 Female 18.00 0 0 Urban 67.92 19.4 never smoked 0
4547 Female 13.00 0 0 Rural 73.48 22.9 Unknown 0
4548 Male 5.00 0 0 Rural 101.31 20.0 Unknown 0
4549 Female 37.00 0 0 Urban 103.66 36.1 smokes 0
4550 Male 49.00 0 0 Urban 70.73 27.3 formerly smoked 0
4551 Female 45.00 0 0 Rural 77.45 42.2 formerly smoked 0
4552 Female 50.00 0 1 Urban 193.80 26.4 never smoked 0
4553 Female 12.00 0 0 Rural 114.34 23.6 never smoked 0
4554 Male 12.00 0 0 Urban 69.25 18.6 Unknown 0
4555 Female 5.00 0 0 Rural 88.44 18.0 Unknown 0
4556 Male 39.00 0 0 Rural 84.09 31.1 formerly smoked 0
4557 Female 41.00 0 0 Urban 87.06 30.0 never smoked 0
4558 Female 41.00 0 0 Rural 92.64 43.8 never smoked 0
4559 Female 47.00 0 0 Urban 99.36 23.8 smokes 0
4560 Female 57.00 0 0 Rural 135.63 36.2 formerly smoked 0
4561 Male 16.00 0 0 Rural 82.44 32.6 Unknown 0
4562 Male 3.00 0 0 Urban 81.88 18.0 Unknown 0
4563 Female 65.00 0 0 Urban 95.44 25.5 smokes 0
4564 Female 80.00 0 0 Urban 72.71 29.9 never smoked 0
4565 Female 58.00 0 0 Urban 65.45 32.1 never smoked 0
4566 Female 74.00 0 0 Urban 203.01 25.4 never smoked 0
4567 Female 62.00 0 0 Urban 110.84 23.4 smokes 0
4568 Male 33.00 0 0 Urban 83.12 23.4 Unknown 0
4569 Female 21.00 0 0 Rural 55.12 21.8 never smoked 0
4570 Female 17.00 0 0 Rural 105.91 30.8 never smoked 0
4571 Female 49.00 0 0 Rural 61.57 37.9 formerly smoked 0
4572 Female 24.00 0 0 Urban 83.10 42.5 smokes 0
4573 Female 56.00 0 0 Urban 66.32 23.4 never smoked 0
4574 Female 26.00 0 0 Urban 72.56 35.4 never smoked 0
4575 Male 54.00 1 0 Rural 97.99 32.3 smokes 0
4576 Female 42.00 0 0 Urban 63.27 27.0 never smoked 0
4577 Female 34.00 0 0 Urban 79.60 46.3 never smoked 0
4578 Female 56.00 1 0 Rural 177.56 30.1 never smoked 0
4579 Female 39.00 0 0 Rural 81.31 34.7 never smoked 0
4580 Female 77.00 0 0 Rural 59.91 18.3 never smoked 0
4581 Female 12.00 0 0 Rural 132.85 16.2 never smoked 0
4582 Male 65.00 0 0 Rural 198.84 33.2 formerly smoked 0
4583 Male 7.00 0 0 Urban 77.12 18.6 Unknown 0
4584 Male 25.00 0 0 Urban 87.17 25.1 never smoked 0
4585 Female 31.00 0 0 Rural 96.03 24.1 Unknown 0
4586 Female 14.00 0 0 Rural 83.56 33.1 Unknown 0
4587 Female 5.00 0 0 Rural 80.93 24.8 Unknown 0
4588 Female 60.00 0 0 Rural 84.54 23.4 smokes 0
4589 Male 55.00 0 0 Rural 56.87 28.9 formerly smoked 0
4590 Female 69.00 0 0 Urban 67.55 38.1 Unknown 0
4591 Female 39.00 0 0 Urban 243.52 37.2 smokes 0
4592 Female 0.32 0 0 Urban 108.63 19.6 Unknown 0
4593 Female 34.00 0 0 Rural 69.06 29.0 smokes 0
4594 Female 80.00 0 0 Urban 73.89 26.7 formerly smoked 0
4595 Male 20.00 0 0 Urban 84.49 20.5 never smoked 0
4596 Female 45.00 0 0 Urban 73.71 34.1 never smoked 0
4597 Female 41.00 0 0 Urban 129.01 42.4 Unknown 0
4598 Male 54.00 0 0 Urban 72.96 37.7 smokes 0
4599 Male 23.00 0 0 Rural 110.23 39.1 Unknown 0
4600 Male 75.00 0 0 Rural 79.49 28.9 Unknown 0
4601 Male 36.00 0 0 Urban 89.33 30.7 never smoked 0
4602 Female 75.00 0 0 Rural 68.38 33.8 Unknown 0
4603 Female 47.00 0 0 Urban 135.79 32.1 formerly smoked 0
4604 Female 15.00 0 0 Rural 82.19 40.5 never smoked 0
4605 Male 40.00 1 0 Urban 93.20 24.8 smokes 0
4606 Female 71.00 0 0 Urban 208.31 31.8 formerly smoked 0
4607 Male 38.00 0 0 Rural 111.33 27.0 never smoked 0
4608 Male 11.00 0 0 Rural 121.71 23.4 never smoked 0
4609 Male 0.72 0 0 Urban 80.08 16.4 Unknown 0
4610 Male 9.00 0 0 Urban 84.40 14.9 Unknown 0
4611 Female 53.00 1 0 Rural 98.61 38.8 smokes 0
4612 Male 28.00 1 0 Urban 86.61 38.6 smokes 0
4613 Female 81.00 0 0 Urban 80.44 32.2 never smoked 0
4614 Male 16.00 0 0 Rural 97.23 30.6 never smoked 0
4615 Male 24.00 0 0 Rural 91.21 28.1 formerly smoked 0
4616 Female 62.00 1 0 Urban 103.69 35.2 smokes 0
4617 Female 62.00 0 0 Urban 74.12 21.8 formerly smoked 0
4618 Female 59.00 0 0 Urban 71.08 28.1 never smoked 0
4619 Female 19.00 0 0 Urban 58.39 28.2 never smoked 0
4620 Female 51.00 1 0 Rural 176.34 28.4 never smoked 0
4621 Male 38.00 0 0 Rural 73.76 37.4 never smoked 0
4622 Female 26.00 0 0 Rural 67.21 21.8 formerly smoked 0
4623 Male 13.00 0 0 Urban 87.98 19.8 Unknown 0
4624 Male 4.00 0 0 Urban 94.23 16.2 Unknown 0
4625 Male 55.00 0 0 Rural 111.36 33.6 never smoked 0
4626 Female 44.00 0 0 Urban 84.07 21.2 smokes 0
4627 Female 31.00 0 0 Urban 117.31 28.4 never smoked 0
4628 Female 17.00 0 0 Urban 68.86 41.1 never smoked 0
4629 Female 23.00 0 0 Urban 132.88 24.9 never smoked 0
4630 Female 46.00 0 0 Rural 124.92 28.8 Unknown 0
4631 Female 81.00 0 0 Urban 57.42 33.7 never smoked 0
4632 Male 38.00 0 0 Urban 215.69 38.6 formerly smoked 0
4633 Female 50.00 0 0 Urban 154.67 33.8 never smoked 0
4634 Female 34.00 0 0 Urban 67.66 22.4 never smoked 0
4635 Male 60.00 0 0 Rural 153.48 37.3 never smoked 0
4636 Female 50.00 0 0 Urban 62.63 23.4 never smoked 0
4637 Female 49.00 0 0 Urban 77.93 39.1 smokes 0
4638 Female 2.00 0 0 Rural 80.30 21.2 Unknown 0
4639 Male 47.00 0 0 Urban 106.69 31.2 Unknown 0
4640 Female 34.00 0 0 Urban 83.07 28.0 formerly smoked 0
4641 Female 22.00 0 0 Urban 140.14 21.1 never smoked 0
4642 Female 11.00 0 0 Urban 92.65 15.7 never smoked 0
4643 Male 54.00 0 0 Urban 111.37 29.1 formerly smoked 0
4644 Female 60.00 0 0 Rural 99.00 26.1 never smoked 0
4645 Male 3.00 0 0 Rural 78.24 16.2 Unknown 0
4646 Female 46.00 0 0 Rural 83.88 27.1 never smoked 0
4647 Male 30.00 0 0 Urban 86.21 28.8 smokes 0
4648 Female 63.00 0 0 Urban 57.06 37.9 never smoked 0
4649 Female 50.00 0 0 Rural 112.25 21.6 Unknown 0
4650 Male 65.00 0 0 Urban 81.06 30.1 smokes 0
4651 Male 78.00 0 0 Urban 104.37 29.7 never smoked 0
4652 Female 36.00 0 0 Urban 124.31 26.4 Unknown 0
4653 Female 18.00 0 0 Urban 101.95 46.0 formerly smoked 0
4654 Female 44.00 0 0 Rural 116.95 26.1 never smoked 0
4655 Female 4.00 0 0 Urban 99.76 23.2 Unknown 0
4656 Female 60.00 0 0 Urban 105.48 28.4 Unknown 0
4657 Female 19.00 0 0 Urban 100.60 20.5 never smoked 0
4658 Male 15.00 0 0 Urban 65.05 24.6 Unknown 0
4659 Male 20.00 0 0 Rural 75.90 32.2 never smoked 0
4660 Male 76.00 1 0 Rural 267.60 30.5 never smoked 0
4661 Female 39.00 0 0 Urban 109.03 24.9 Unknown 0
4662 Male 58.00 0 1 Rural 225.35 26.5 smokes 0
4663 Male 64.00 1 0 Rural 196.26 34.5 Unknown 0
4664 Female 79.00 0 0 Urban 95.42 21.5 formerly smoked 0
4665 Female 11.00 0 0 Rural 123.04 15.9 Unknown 0
4666 Male 4.00 0 0 Urban 85.88 17.7 Unknown 0
4667 Female 43.00 0 0 Rural 107.43 26.5 never smoked 0
4668 Female 44.00 0 0 Rural 56.85 24.4 never smoked 0
4669 Female 37.00 0 0 Rural 102.15 26.6 Unknown 0
4670 Female 34.00 0 0 Rural 88.68 23.9 never smoked 0
4671 Female 59.00 0 0 Urban 182.52 30.1 Unknown 0
4672 Female 40.00 0 0 Urban 93.97 23.6 never smoked 0
4673 Female 8.00 0 0 Urban 104.03 18.4 Unknown 0
4674 Female 24.00 0 0 Rural 67.99 32.1 never smoked 0
4675 Male 18.00 0 0 Rural 83.37 24.4 Unknown 0
4676 Male 20.00 0 0 Rural 124.66 27.3 never smoked 0
4677 Female 70.00 0 0 Rural 212.87 34.8 never smoked 0
4678 Female 68.00 0 0 Urban 96.75 28.4 formerly smoked 0
4679 Male 17.00 0 0 Urban 63.28 40.2 Unknown 0
4680 Female 17.00 0 0 Urban 82.64 31.1 Unknown 0
4681 Female 21.00 0 0 Rural 71.34 24.0 never smoked 0
4682 Female 38.00 0 0 Rural 183.43 38.1 formerly smoked 0
4683 Female 59.00 0 0 Urban 101.19 29.9 formerly smoked 0
4684 Female 79.00 0 1 Rural 88.51 24.5 never smoked 0
4685 Female 72.00 0 0 Urban 74.17 35.5 formerly smoked 0
4686 Female 54.00 0 0 Urban 76.04 29.5 smokes 0
4687 Female 44.00 0 0 Urban 73.87 28.8 smokes 0
4688 Female 48.00 0 0 Rural 99.07 22.1 never smoked 0
4689 Male 29.00 0 0 Urban 82.93 29.4 formerly smoked 0
4690 Female 44.00 0 0 Rural 133.24 45.0 smokes 0
4691 Female 61.00 0 0 Urban 69.88 27.1 never smoked 0
4692 Female 58.00 0 0 Rural 69.12 28.3 Unknown 0
4693 Female 81.00 0 0 Rural 86.05 20.1 formerly smoked 0
4694 Male 29.00 0 0 Urban 185.27 31.3 never smoked 0
4695 Male 5.00 0 0 Urban 97.46 17.6 Unknown 0
4696 Female 35.00 0 0 Urban 81.90 24.5 never smoked 0
4697 Female 40.00 0 0 Rural 99.58 24.1 Unknown 0
4698 Female 37.00 0 0 Rural 124.54 31.3 never smoked 0
4699 Male 33.00 0 0 Rural 153.34 31.5 never smoked 0
4700 Female 35.00 0 0 Urban 112.35 29.9 Unknown 0
4701 Female 38.00 0 0 Urban 160.76 30.2 smokes 0
4702 Female 26.00 0 0 Rural 73.29 27.8 never smoked 0
4703 Male 10.00 0 0 Urban 108.08 15.6 Unknown 0
4704 Female 72.00 0 0 Urban 206.49 26.3 never smoked 0
4705 Male 21.00 0 0 Rural 77.42 24.8 never smoked 0
4706 Female 20.00 0 0 Rural 117.59 17.1 never smoked 0
4707 Female 1.24 0 0 Rural 61.94 20.3 Unknown 0
4708 Female 26.00 0 0 Urban 116.68 18.7 formerly smoked 0
4709 Female 79.00 0 0 Urban 253.86 28.8 formerly smoked 0
4710 Female 78.00 0 0 Urban 203.36 28.7 formerly smoked 0
4711 Male 56.00 0 0 Rural 125.87 24.6 never smoked 0
4712 Female 46.00 0 0 Rural 64.09 25.3 never smoked 0
4713 Male 55.00 0 0 Urban 65.33 29.7 Unknown 0
4714 Male 30.00 0 0 Urban 96.84 21.1 Unknown 0
4715 Male 53.00 0 0 Rural 175.92 26.9 smokes 0
4716 Male 32.00 0 0 Rural 100.65 26.2 formerly smoked 0
4717 Male 38.00 0 0 Rural 112.39 26.3 Unknown 0
4718 Male 33.00 0 0 Rural 81.10 24.8 never smoked 0
4719 Female 44.00 0 0 Rural 98.30 25.0 never smoked 0
4720 Male 44.00 0 0 Urban 89.68 34.6 Unknown 0
4721 Female 51.00 0 0 Urban 95.16 42.7 formerly smoked 0
4722 Female 41.00 0 0 Rural 91.04 24.5 never smoked 0
4723 Male 5.00 0 0 Urban 101.87 19.3 Unknown 0
4724 Female 42.00 0 0 Rural 96.86 29.3 never smoked 0
4725 Female 6.00 0 0 Urban 91.05 22.1 Unknown 0
4726 Female 46.00 0 0 Urban 55.84 27.8 never smoked 0
4727 Female 47.00 0 0 Urban 84.04 24.7 never smoked 0
4728 Female 25.00 0 0 Urban 92.06 25.3 smokes 0
4729 Female 40.00 0 0 Urban 89.61 41.2 formerly smoked 0
4730 Female 49.00 0 0 Urban 69.92 47.6 never smoked 0
4731 Male 21.00 0 0 Rural 89.29 23.4 never smoked 0
4732 Female 61.00 0 0 Rural 120.23 22.7 Unknown 0
4733 Male 78.00 0 0 Urban 60.22 29.7 formerly smoked 0
4734 Male 41.00 0 0 Urban 223.78 32.3 never smoked 0
4735 Female 82.00 0 0 Rural 211.58 36.9 never smoked 0
4736 Male 39.00 0 0 Urban 179.38 27.7 Unknown 0
4737 Male 70.00 0 0 Rural 193.88 24.3 Unknown 0
4738 Female 31.00 0 0 Urban 89.01 37.4 never smoked 0
4739 Female 37.00 0 0 Urban 118.41 25.1 never smoked 0
4740 Male 21.00 0 0 Urban 138.51 24.3 never smoked 0
4741 Male 80.00 0 0 Urban 120.03 24.3 formerly smoked 0
4742 Female 21.00 0 0 Urban 91.01 28.7 never smoked 0
4743 Female 5.00 0 0 Urban 61.98 16.8 Unknown 0
4744 Male 81.00 0 0 Rural 135.32 35.8 Unknown 0
4745 Female 35.00 0 0 Rural 58.72 40.0 smokes 0
4746 Female 24.00 0 0 Urban 90.42 24.3 never smoked 0
4747 Female 52.00 0 0 Urban 104.00 25.6 smokes 0
4748 Male 70.00 0 0 Urban 102.50 37.8 Unknown 0
4749 Female 34.00 0 0 Rural 174.37 23.0 never smoked 0
4750 Male 17.00 0 0 Rural 106.56 21.0 Unknown 0
4751 Female 8.00 0 0 Urban 76.31 15.5 Unknown 0
4752 Male 1.72 0 0 Urban 77.28 17.1 Unknown 0
4753 Female 29.00 0 0 Urban 90.52 28.0 never smoked 0
4754 Male 55.00 0 0 Rural 108.35 40.8 formerly smoked 0
4755 Female 44.00 0 0 Rural 72.03 37.5 smokes 0
4756 Female 19.00 0 0 Urban 90.57 24.2 Unknown 0
4757 Male 67.00 0 0 Rural 97.04 26.9 smokes 0
4758 Female 72.00 0 0 Urban 83.89 33.1 formerly smoked 0
4759 Female 51.00 0 0 Urban 152.56 21.8 Unknown 0
4760 Female 63.00 0 0 Rural 75.93 34.7 formerly smoked 0
4761 Female 64.00 1 0 Urban 76.89 30.2 Unknown 0
4762 Female 0.72 0 0 Rural 62.13 16.8 Unknown 0
4763 Male 26.00 0 0 Rural 100.85 21.0 smokes 0
4764 Male 59.00 1 0 Rural 95.05 30.9 never smoked 0
4765 Male 76.00 0 0 Urban 82.35 38.9 never smoked 0
4766 Male 13.00 0 0 Urban 82.38 24.3 Unknown 0
4767 Male 1.08 0 0 Rural 79.15 17.4 Unknown 0
4768 Male 57.00 0 0 Rural 76.62 28.2 never smoked 0
4769 Male 68.00 0 0 Urban 91.68 40.8 Unknown 0
4770 Male 9.00 0 0 Urban 71.88 17.5 Unknown 0
4771 Male 82.00 1 0 Rural 71.97 28.3 never smoked 0
4772 Female 45.00 0 0 Urban 97.95 24.5 Unknown 0
4773 Female 57.00 0 0 Rural 77.93 21.7 never smoked 0
4774 Female 18.00 0 0 Urban 82.85 46.9 Unknown 0
4775 Female 13.00 0 0 Rural 103.08 18.6 Unknown 0
4776 Female 81.00 0 0 Urban 125.20 40.0 never smoked 0
4777 Female 35.00 0 0 Rural 82.99 30.6 never smoked 0
4778 Male 51.00 0 0 Rural 166.29 25.6 formerly smoked 0
4779 Female 44.00 0 0 Urban 85.28 26.2 Unknown 0
4780 Female 61.00 0 0 Rural 202.21 31.6 never smoked 1
4781 Female 59.00 0 0 Rural 76.15 30.2 Unknown 1
4782 Male 78.00 0 1 Urban 219.84 30.7 Unknown 1
4783 Male 57.00 0 1 Urban 217.08 33.8 Unknown 1
4784 Male 58.00 0 0 Rural 189.84 31.4 Unknown 1
4785 Male 59.00 0 0 Rural 211.78 33.5 formerly smoked 1
4786 Female 63.00 0 0 Urban 90.90 30.0 formerly smoked 1
4787 Female 75.00 0 1 Urban 109.78 28.3 Unknown 1
4788 Female 76.00 0 0 Urban 89.96 28.4 Unknown 1
4789 Male 78.00 1 0 Urban 75.32 29.1 formerly smoked 1
4790 Female 63.00 0 0 Urban 197.54 31.6 never smoked 1
4791 Male 78.00 0 0 Urban 237.75 29.3 formerly smoked 1
4792 Male 75.00 0 0 Urban 104.72 28.3 Unknown 1
4793 Female 76.00 0 0 Rural 62.57 28.0 formerly smoked 1
4794 Female 51.00 0 0 Urban 165.31 30.5 never smoked 1
4795 Female 66.00 0 0 Urban 101.45 29.3 Unknown 1
4796 Male 58.00 0 0 Urban 71.20 30.0 Unknown 1
4797 Male 58.00 0 0 Urban 82.30 30.2 smokes 1
4798 Female 76.00 0 0 Urban 106.41 28.2 formerly smoked 1
4799 Female 72.00 0 0 Urban 219.91 32.1 Unknown 1
4800 Male 78.00 1 0 Urban 93.13 29.2 formerly smoked 1
4801 Female 75.00 0 0 Urban 62.48 28.1 Unknown 1
4802 Female 38.00 0 0 Rural 101.45 29.9 formerly smoked 1
4803 Male 65.00 0 0 Urban 68.43 29.6 formerly smoked 1
4804 Female 79.00 0 0 Rural 169.67 28.0 Unknown 1
4805 Female 76.00 0 0 Urban 57.92 27.9 formerly smoked 1
4806 Male 71.00 0 1 Urban 81.76 28.9 smokes 1
4807 Female 1.32 0 0 Urban 70.37 18.7 Unknown 1
4808 Male 79.00 1 0 Rural 75.02 29.1 never smoked 1
4809 Male 64.00 0 0 Rural 111.98 29.8 formerly smoked 1
4810 Female 79.00 1 1 Rural 60.94 28.8 never smoked 1
4811 Female 78.00 0 0 Rural 60.67 27.1 formerly smoked 1
4812 Female 80.00 0 0 Urban 110.66 27.3 Unknown 1
4813 Female 77.00 0 0 Urban 81.32 28.1 Unknown 1
4814 Male 61.00 0 1 Urban 209.86 32.9 Unknown 1
4815 Male 79.00 0 0 Rural 114.77 27.2 formerly smoked 1
4816 Male 74.00 0 0 Urban 167.13 28.7 Unknown 1
4817 Female 76.00 1 1 Urban 199.86 31.7 smokes 1
4818 Male 74.00 0 0 Rural 60.98 28.1 never smoked 1
4819 Male 71.00 1 0 Rural 87.80 30.8 Unknown 1
4820 Male 34.00 0 1 Urban 106.23 29.7 formerly smoked 0
4821 Female 76.00 1 0 Urban 209.58 33.1 never smoked 0
4822 Female 63.00 0 0 Rural 79.92 30.0 smokes 0
4823 Male 61.00 0 0 Urban 184.15 30.9 Unknown 0
4824 Male 54.00 1 0 Rural 198.69 33.7 smokes 0
4825 Male 40.00 0 0 Rural 89.77 30.1 smokes 0
4826 Female 48.00 1 0 Rural 118.14 31.7 formerly smoked 0
4827 Male 61.00 0 1 Urban 88.27 30.0 never smoked 0
4828 Male 31.00 1 0 Urban 92.11 31.2 never smoked 0
4829 Female 43.00 0 0 Rural 107.42 29.9 never smoked 0
4830 Female 9.00 0 0 Urban 95.81 20.0 Unknown 0
4831 Male 52.00 0 0 Urban 226.70 33.1 smokes 0
4832 Female 77.00 0 1 Rural 183.10 29.0 never smoked 0
4833 Female 17.00 0 0 Rural 83.23 26.4 never smoked 0
4834 Female 71.00 0 0 Urban 91.35 29.0 formerly smoked 0
4835 Female 35.00 0 0 Urban 83.76 29.8 smokes 0
4836 Female 23.00 0 0 Urban 110.16 27.0 never smoked 0
4837 Male 40.00 0 0 Urban 88.27 30.1 formerly smoked 0
4838 Female 23.00 0 0 Rural 193.22 28.4 smokes 0
4839 Female 71.00 1 0 Rural 66.12 30.4 never smoked 0
4840 Male 13.00 0 0 Urban 71.73 22.6 Unknown 0
4841 Male 73.00 1 0 Rural 102.06 30.2 Unknown 0
4842 Female 3.00 0 0 Urban 79.63 18.9 Unknown 0
4843 Male 51.00 0 0 Rural 217.71 33.7 formerly smoked 0
4844 Male 35.00 0 0 Rural 115.92 29.6 formerly smoked 0
4845 Female 73.00 0 0 Rural 79.69 28.6 formerly smoked 0
4846 Female 6.00 0 0 Urban 201.25 20.5 Unknown 0
4847 Male 46.00 1 0 Rural 73.72 31.6 smokes 0
4848 Female 71.00 0 0 Urban 214.77 32.3 Unknown 0
4849 Female 54.00 1 0 Rural 98.74 31.9 never smoked 0
4850 Female 80.00 0 0 Urban 84.86 27.4 Unknown 0
4851 Female 49.00 0 0 Rural 67.27 29.9 formerly smoked 0
4852 Male 72.00 0 0 Rural 72.09 28.5 smokes 0
4853 Male 25.00 0 0 Rural 78.29 27.2 smokes 0
4854 Male 27.00 0 0 Rural 191.79 28.9 smokes 0
4855 Male 51.00 1 0 Rural 163.56 32.3 formerly smoked 0
4856 Male 48.00 0 0 Rural 216.88 33.7 smokes 0
4857 Male 7.00 0 0 Urban 87.94 19.5 Unknown 0
4858 Female 61.00 1 1 Urban 237.58 33.7 formerly smoked 0
4859 Female 25.00 0 0 Urban 93.23 27.2 smokes 0
4860 Male 30.00 0 0 Urban 91.23 29.3 smokes 0
4861 Male 71.00 1 0 Rural 93.60 30.7 never smoked 0
4862 Male 47.00 0 0 Rural 237.17 32.1 Unknown 0
4863 Male 76.00 0 1 Urban 79.05 28.3 Unknown 0
4864 Female 29.00 0 0 Urban 81.43 28.6 formerly smoked 0
4865 Female 48.00 0 1 Urban 101.22 30.0 formerly smoked 0
4866 Female 57.00 1 0 Urban 210.00 35.2 never smoked 0
4867 Male 58.00 0 0 Urban 94.00 30.3 Unknown 0
4868 Male 45.00 0 1 Rural 93.77 30.0 Unknown 0
4869 Male 66.00 0 0 Urban 190.40 30.5 formerly smoked 0
4870 Male 59.00 0 1 Urban 188.69 31.4 formerly smoked 0
4871 Male 34.00 0 0 Rural 86.51 29.9 formerly smoked 0
4872 Male 69.00 1 0 Rural 107.11 30.6 smokes 0
4873 Male 66.00 0 0 Urban 71.38 29.2 formerly smoked 0
4874 Female 48.00 0 0 Rural 209.90 33.2 smokes 0
4875 Male 32.00 0 0 Rural 95.58 29.8 smokes 0
4876 Male 60.00 0 0 Urban 185.71 31.4 Unknown 0
4877 Female 30.00 0 0 Urban 88.20 29.3 smokes 0
4878 Female 60.00 0 0 Urban 203.04 32.1 smokes 0
4879 Male 10.00 0 0 Rural 99.87 20.3 formerly smoked 0
4880 Male 20.00 0 0 Rural 70.96 26.3 Unknown 0
4881 Male 77.00 0 0 Urban 74.26 28.0 formerly smoked 0
4882 Male 67.00 0 0 Urban 92.73 29.1 never smoked 0
4883 Female 42.00 0 0 Urban 208.06 32.5 smokes 0
4884 Female 60.00 1 0 Urban 109.00 31.9 Unknown 0
4885 Male 0.48 0 0 Urban 73.02 17.9 Unknown 0
4886 Male 35.00 0 0 Rural 77.48 29.8 formerly smoked 0
4887 Male 50.00 1 0 Urban 81.96 32.0 formerly smoked 0
4888 Female 19.00 0 0 Rural 72.39 26.3 smokes 0
4889 Female 77.00 1 0 Urban 109.51 29.7 never smoked 0
4890 Male 67.00 0 1 Rural 97.24 28.9 Unknown 0
4891 Female 20.00 0 0 Urban 89.03 26.6 smokes 0
4892 Male 49.00 0 0 Rural 79.64 30.2 smokes 0
4893 Male 77.00 0 1 Rural 106.03 28.0 Unknown 0
4894 Female 52.00 1 0 Rural 111.38 31.8 smokes 0
4895 Male 43.00 0 0 Rural 80.07 30.0 never smoked 0
4896 Female 69.00 1 0 Urban 112.20 30.6 never smoked 0
4897 Female 34.00 1 0 Urban 100.61 31.5 Unknown 0
4898 Male 78.00 0 1 Urban 243.73 28.0 smokes 0
4899 Male 76.00 0 1 Urban 67.03 28.0 never smoked 0
4900 Male 62.00 1 1 Rural 176.25 32.4 never smoked 0
4901 Female 71.00 1 0 Urban 105.55 30.6 smokes 0
4902 Male 79.00 0 1 Urban 213.38 30.5 Unknown 0
4903 Male 79.00 0 1 Rural 82.27 27.4 never smoked 0
4904 Male 54.00 0 0 Rural 74.06 30.2 never smoked 0
4905 Female 73.00 1 0 Rural 217.84 33.9 never smoked 0
4906 Female 5.00 0 0 Rural 105.18 19.0 Unknown 0
4907 Female 38.00 0 0 Rural 217.55 33.5 smokes 0
4908 Male 72.00 1 0 Rural 231.71 33.2 Unknown 0
4909 Male 14.00 0 0 Rural 110.72 25.9 never smoked 0
4910 Male 50.00 0 0 Urban 67.02 29.9 formerly smoked 0
4911 Male 29.00 1 0 Urban 77.55 30.4 formerly smoked 0
4912 Male 75.00 1 0 Rural 198.79 31.8 smokes 0
4913 Female 68.00 1 1 Rural 233.30 33.5 Unknown 0
4914 Female 33.00 1 0 Rural 97.87 31.4 smokes 0
4915 Male 63.00 0 1 Urban 82.72 29.9 never smoked 0
4916 Female 56.00 0 0 Urban 102.97 30.1 smokes 0
4917 Male 70.00 0 0 Urban 202.55 30.8 formerly smoked 0
4918 Male 71.00 0 1 Urban 204.98 31.0 formerly smoked 0
4919 Female 73.00 0 0 Rural 69.35 28.4 never smoked 0
4920 Female 67.00 1 0 Rural 85.48 30.8 smokes 0
4921 Female 62.00 1 0 Urban 75.78 31.8 smokes 0
4922 Female 38.00 0 0 Urban 91.44 30.1 Unknown 0
4923 Female 47.00 0 0 Rural 195.61 31.7 never smoked 0
4924 Female 42.00 0 0 Urban 73.37 29.9 smokes 0
4925 Male 58.00 0 0 Urban 160.87 30.5 formerly smoked 0
4926 Male 44.00 1 0 Rural 84.10 31.7 Unknown 0
4927 Male 42.00 0 0 Urban 177.91 30.7 Unknown 0
4928 Male 78.00 1 0 Urban 90.19 29.2 Unknown 0
4929 Female 68.00 0 0 Urban 82.85 29.0 smokes 0
4930 Male 39.00 0 0 Rural 84.18 30.0 smokes 0
4931 Male 60.00 0 0 Rural 212.02 33.5 Unknown 0
4932 Female 31.00 0 0 Urban 87.23 29.4 formerly smoked 0
4933 Male 67.00 0 0 Urban 260.85 29.1 Unknown 0
4934 Female 52.00 1 0 Rural 104.45 31.8 never smoked 0
4935 Female 53.00 0 0 Urban 227.68 33.1 never smoked 0
4936 Female 33.00 0 0 Urban 84.40 29.7 smokes 0
4937 Female 53.00 0 0 Rural 235.45 32.5 formerly smoked 0
4938 Female 49.00 0 0 Rural 107.55 30.1 Unknown 0
4939 Male 52.00 0 1 Rural 79.81 30.2 formerly smoked 0
4940 Female 41.00 0 0 Rural 76.66 30.0 Unknown 0
4941 Male 1.88 0 0 Rural 143.97 19.0 Unknown 0
4942 Male 34.00 0 0 Urban 99.23 29.7 smokes 0
4943 Female 16.00 0 0 Urban 89.45 26.5 Unknown 0
4944 Female 45.00 0 0 Urban 202.66 31.9 never smoked 0
4945 Male 1.08 0 0 Rural 74.50 18.8 Unknown 0
4946 Male 1.80 0 0 Urban 68.80 18.7 Unknown 0
4947 Female 13.00 0 0 Rural 219.81 25.7 Unknown 0
4948 Female 61.00 0 0 Rural 219.38 33.5 never smoked 0
4949 Female 37.00 0 0 Rural 72.08 29.6 formerly smoked 0
4950 Male 32.00 1 0 Urban 58.24 31.1 formerly smoked 0
4951 Female 79.00 0 0 Rural 208.05 29.8 smokes 0
4952 Male 8.00 0 0 Urban 78.76 19.4 Unknown 0
4953 Female 75.00 0 1 Urban 83.88 28.4 smokes 0
4954 Female 79.00 1 0 Rural 92.43 29.2 never smoked 0
4955 Female 69.00 0 1 Urban 207.60 31.2 never smoked 0
4956 Male 31.00 0 0 Urban 108.62 29.2 smokes 0
4957 Female 82.00 1 0 Urban 222.52 31.8 formerly smoked 0
4958 Male 32.00 1 0 Rural 74.43 31.5 Unknown 0
4959 Female 17.00 0 0 Urban 92.97 26.5 formerly smoked 0
4960 Female 18.00 0 0 Rural 101.12 26.4 smokes 0
4961 Male 59.00 1 0 Rural 253.93 32.1 formerly smoked 0
4962 Male 3.00 0 0 Rural 194.75 20.1 Unknown 0
4963 Female 20.00 0 0 Rural 79.53 26.5 never smoked 0
4964 Female 78.00 0 0 Urban 101.76 27.3 smokes 0
4965 Male 52.00 1 0 Rural 116.62 31.7 smokes 0
4966 Female 65.00 0 1 Rural 57.52 29.4 formerly smoked 0
4967 Male 59.00 0 0 Urban 223.16 33.2 Unknown 0
4968 Female 78.00 1 1 Rural 206.53 31.2 never smoked 0
4969 Female 70.00 0 1 Rural 65.68 28.6 Unknown 0
4970 Female 70.00 0 1 Urban 240.69 30.9 smokes 0
4971 Male 37.00 0 0 Rural 107.06 29.7 smokes 0
4972 Male 72.00 0 1 Rural 238.27 30.7 smokes 0
4973 Male 1.32 0 0 Rural 107.02 18.8 Unknown 0
4974 Male 58.00 0 0 Urban 84.94 30.2 never smoked 0
4975 Male 31.00 0 0 Urban 215.07 32.7 smokes 0
4976 Male 41.00 0 0 Rural 70.15 29.8 formerly smoked 0
4977 Male 40.00 0 0 Urban 191.15 31.1 smokes 0
4978 Female 45.00 1 0 Rural 95.02 31.8 smokes 0
4979 Male 40.00 0 0 Rural 83.94 30.0 smokes 0
4980 Female 80.00 1 0 Urban 83.75 29.1 never smoked 0
In [282]:
counts=strokedata_df['stroke'].value_counts()
print(counts)
#248 people in the data set had a stroke (1 indicates stroke, 0 indicates no stroke)
stroke
0    4733
1     248
Name: count, dtype: int64
In [283]:
hyp_counts=strokedata_df['hypertension'].value_counts()
print(hyp_counts)
#479 people in the data set had hypertension (1 indicates hypertension and 0 indicates no hypertension)
hypertension
0    4502
1     479
Name: count, dtype: int64
In [284]:
def replace_empty_with_NAN(entry):
    entry = str(entry)
    if re.search("–", entry) != None:
        return np.nan
    elif re.search('="0"',entry) != None:
        return np.nan
    elif re.search('="0.00"', entry) != None:
        return np.nan
    return entry
In [285]:
for col in strokedata_df.columns:
    strokedata_df[col] = strokedata_df[col].apply(replace_empty_with_NAN)
In [286]:
strokedata_df.dtypes
#needs to be formatted
Out[286]:
gender               object
age                  object
hypertension         object
heart_disease        object
Residence_type       object
avg_glucose_level    object
bmi                  object
smoking_status       object
stroke               object
dtype: object
In [287]:
lst_of_col = ["heart_disease", "hypertension", "stroke"]

for col in lst_of_col:
    strokedata_df[col] = strokedata_df[col].astype('bool')
In [288]:
lst_of_col = ["avg_glucose_level", "bmi", "age"]

for col in lst_of_col:
    strokedata_df[col] = strokedata_df[col].astype('float64')
strokedata_df.dtypes

#changed dtypes for proper formatting
Out[288]:
gender                object
age                  float64
hypertension            bool
heart_disease           bool
Residence_type        object
avg_glucose_level    float64
bmi                  float64
smoking_status        object
stroke                  bool
dtype: object
In [289]:
strokedata_df
Out[289]:
gender age hypertension heart_disease Residence_type avg_glucose_level bmi smoking_status stroke
0 Male 67.00 True True Urban 228.69 36.6 formerly smoked True
1 Male 80.00 True True Rural 105.92 32.5 never smoked True
2 Female 49.00 True True Urban 171.23 34.4 smokes True
3 Female 79.00 True True Rural 174.12 24.0 never smoked True
4 Male 81.00 True True Urban 186.21 29.0 formerly smoked True
5 Male 74.00 True True Rural 70.09 27.4 never smoked True
6 Female 69.00 True True Urban 94.39 22.8 never smoked True
7 Female 78.00 True True Urban 58.57 24.2 Unknown True
8 Female 81.00 True True Rural 80.43 29.7 never smoked True
9 Female 61.00 True True Rural 120.46 36.8 smokes True
10 Female 54.00 True True Urban 104.51 27.3 smokes True
11 Female 79.00 True True Urban 214.09 28.2 never smoked True
12 Female 50.00 True True Rural 167.41 30.9 never smoked True
13 Male 64.00 True True Urban 191.61 37.5 smokes True
14 Male 75.00 True True Urban 221.29 25.8 smokes True
15 Female 60.00 True True Urban 89.22 37.8 never smoked True
16 Female 71.00 True True Rural 193.94 22.4 smokes True
17 Female 52.00 True True Urban 233.29 48.9 never smoked True
18 Female 79.00 True True Urban 228.70 26.6 never smoked True
19 Male 82.00 True True Rural 208.30 32.5 Unknown True
20 Male 71.00 True True Urban 102.87 27.2 formerly smoked True
21 Male 80.00 True True Rural 104.12 23.5 never smoked True
22 Female 65.00 True True Rural 100.98 28.2 formerly smoked True
23 Male 69.00 True True Urban 195.23 28.3 smokes True
24 Male 57.00 True True Urban 212.08 44.2 smokes True
25 Male 42.00 True True Rural 83.41 25.4 Unknown True
26 Female 82.00 True True Urban 196.92 22.2 never smoked True
27 Male 80.00 True True Urban 252.72 30.5 formerly smoked True
28 Male 48.00 True True Urban 84.20 29.7 never smoked True
29 Female 82.00 True True Rural 84.03 26.5 formerly smoked True
30 Male 74.00 True True Rural 219.72 33.7 formerly smoked True
31 Female 72.00 True True Rural 74.63 23.1 formerly smoked True
32 Male 58.00 True True Rural 92.62 32.0 Unknown True
33 Female 49.00 True True Urban 60.91 29.9 never smoked True
34 Male 78.00 True True Rural 78.03 23.9 formerly smoked True
35 Male 54.00 True True Urban 71.22 28.5 never smoked True
36 Male 82.00 True True Urban 144.90 26.4 smokes True
37 Male 60.00 True True Urban 213.03 20.2 smokes True
38 Male 76.00 True True Rural 243.58 33.6 never smoked True
39 Female 58.00 True True Urban 107.26 38.6 formerly smoked True
40 Male 81.00 True True Urban 99.33 33.7 never smoked True
41 Female 39.00 True True Rural 58.09 39.2 smokes True
42 Female 79.00 True True Rural 127.29 27.7 never smoked True
43 Female 77.00 True True Urban 124.13 31.4 never smoked True
44 Male 63.00 True True Rural 196.71 36.5 formerly smoked True
45 Female 82.00 True True Rural 59.32 33.2 never smoked True
46 Male 73.00 True True Urban 194.99 32.8 never smoked True
47 Female 54.00 True True Urban 180.93 27.7 never smoked True
48 Female 56.00 True True Urban 185.17 40.4 formerly smoked True
49 Female 80.00 True True Rural 74.90 22.2 never smoked True
50 Female 67.00 True True Rural 61.94 25.3 smokes True
51 Female 45.00 True True Rural 93.72 30.2 formerly smoked True
52 Male 78.00 True True Urban 113.01 24.0 never smoked True
53 Female 70.00 True True Urban 221.58 47.5 never smoked True
54 Male 76.00 True True Urban 104.47 20.3 Unknown True
55 Male 59.00 True True Urban 86.23 30.0 formerly smoked True
56 Female 80.00 True True Rural 72.67 28.9 never smoked True
57 Female 67.00 True True Rural 179.12 28.1 formerly smoked True
58 Female 66.00 True True Rural 116.55 31.1 formerly smoked True
59 Male 63.00 True True Rural 228.56 27.4 never smoked True
60 Female 52.00 True True Rural 96.59 26.4 never smoked True
61 Female 80.00 True True Rural 66.72 21.7 formerly smoked True
62 Male 80.00 True True Urban 240.09 27.0 never smoked True
63 Female 79.00 True True Urban 110.85 24.1 formerly smoked True
64 Male 43.00 True True Urban 143.43 45.9 Unknown True
65 Male 59.00 True True Rural 96.16 44.1 Unknown True
66 Female 79.00 True True Rural 88.92 22.9 never smoked True
67 Female 68.00 True True Urban 79.79 29.7 never smoked True
68 Male 54.00 True True Rural 96.97 29.1 smokes True
69 Male 61.00 True True Rural 111.81 27.3 smokes True
70 Female 70.00 True True Rural 59.35 32.3 formerly smoked True
71 Male 47.00 True True Urban 86.94 41.1 formerly smoked True
72 Male 74.00 True True Urban 98.55 25.6 Unknown True
73 Female 79.00 True True Urban 226.98 29.8 never smoked True
74 Male 81.00 True True Urban 72.81 26.3 never smoked True
75 Female 57.00 True True Urban 68.02 37.5 never smoked True
76 Female 80.00 True True Urban 68.56 26.2 Unknown True
77 Male 45.00 True True Rural 64.14 29.4 never smoked True
78 Female 78.00 True True Rural 235.63 32.3 never smoked True
79 Female 70.00 True True Rural 76.34 24.4 formerly smoked True
80 Male 58.00 True True Rural 240.59 31.4 smokes True
81 Male 57.00 True True Urban 78.92 27.7 formerly smoked True
82 Female 69.00 True True Urban 82.81 28.0 never smoked True
83 Male 64.00 True True Urban 74.10 28.8 Unknown True
84 Female 77.00 True True Rural 190.32 31.4 never smoked True
85 Female 74.00 True True Rural 231.61 34.6 formerly smoked True
86 Female 81.00 True True Rural 78.70 19.4 Unknown True
87 Female 57.00 True True Urban 110.52 28.5 Unknown True
88 Female 50.00 True True Rural 73.18 30.3 formerly smoked True
89 Female 54.00 True True Rural 191.82 40.4 smokes True
90 Female 79.00 True True Rural 93.05 24.2 never smoked True
91 Female 53.00 True True Urban 64.17 41.5 never smoked True
92 Male 79.00 True True Rural 129.98 22.6 formerly smoked True
93 Male 80.00 True True Urban 68.53 24.2 smokes True
94 Female 68.00 True True Urban 82.10 27.1 Unknown True
95 Male 71.00 True True Rural 216.94 30.9 never smoked True
96 Male 61.00 True True Rural 76.11 27.3 smokes True
97 Male 74.00 True True Urban 72.96 31.3 smokes True
98 Female 38.00 True True Urban 82.28 24.0 formerly smoked True
99 Female 77.00 True True Urban 105.22 31.0 never smoked True
100 Female 58.00 True True Rural 59.86 28.0 formerly smoked True
101 Female 53.00 True True Urban 62.55 30.3 Unknown True
102 Male 80.00 True True Rural 259.63 31.7 smokes True
103 Male 56.00 True True Rural 249.31 35.8 never smoked True
104 Female 72.00 True True Urban 131.41 28.4 never smoked True
105 Female 80.00 True True Urban 73.54 24.0 Unknown True
106 Male 82.00 True True Urban 200.59 29.0 formerly smoked True
107 Female 73.00 True True Rural 190.14 36.5 never smoked True
108 Female 78.00 True True Urban 130.54 20.1 never smoked True
109 Male 69.00 True True Rural 182.99 36.5 never smoked True
110 Female 68.00 True True Rural 206.09 26.7 never smoked True
111 Female 71.00 True True Urban 263.32 38.7 never smoked True
112 Male 76.00 True True Urban 140.10 29.9 formerly smoked True
113 Female 76.00 True True Urban 207.28 34.9 Unknown True
114 Male 76.00 True True Rural 194.37 27.0 formerly smoked True
115 Female 75.00 True True Rural 199.20 26.6 Unknown True
116 Male 82.00 True True Rural 103.68 25.0 never smoked True
117 Female 59.00 True True Rural 116.44 23.8 smokes True
118 Female 74.00 True True Urban 70.28 21.8 never smoked True
119 Female 69.00 True True Urban 72.17 36.8 never smoked True
120 Female 72.00 True True Urban 221.79 30.0 never smoked True
121 Male 66.00 True True Urban 151.16 27.5 formerly smoked True
122 Female 78.00 True True Urban 67.29 24.6 never smoked True
123 Female 57.00 True True Rural 67.41 32.9 never smoked True
124 Female 70.00 True True Rural 239.07 26.1 never smoked True
125 Male 68.00 True True Urban 223.83 31.9 formerly smoked True
126 Female 80.00 True True Urban 76.57 34.1 never smoked True
127 Male 68.00 True True Urban 77.82 27.5 smokes True
128 Female 55.00 True True Rural 92.98 25.6 never smoked True
129 Female 77.00 True True Rural 231.56 36.9 never smoked True
130 Female 50.00 True True Rural 102.16 31.4 smokes True
131 Female 57.00 True True Urban 221.89 37.3 smokes True
132 Female 71.00 True True Urban 195.71 34.1 formerly smoked True
133 Female 81.00 True True Rural 74.02 25.0 never smoked True
134 Female 78.00 True True Urban 203.87 45.7 never smoked True
135 Female 70.00 True True Urban 89.13 34.2 formerly smoked True
136 Male 78.00 True True Urban 133.19 23.6 formerly smoked True
137 Female 56.00 True True Rural 162.23 27.3 Unknown True
138 Female 79.00 True True Urban 98.02 22.3 formerly smoked True
139 Male 81.00 True True Rural 91.54 31.4 never smoked True
140 Female 60.00 True True Urban 97.43 26.4 smokes True
141 Female 80.00 True True Rural 91.02 32.9 formerly smoked True
142 Male 72.00 True True Rural 185.49 37.1 never smoked True
143 Female 80.00 True True Urban 64.44 45.0 never smoked True
144 Male 78.00 True True Rural 56.11 25.5 formerly smoked True
145 Male 81.00 True True Urban 213.22 26.1 Unknown True
146 Female 46.00 True True Urban 78.18 30.8 never smoked True
147 Male 59.00 True True Urban 111.04 32.0 formerly smoked True
148 Female 32.00 True True Rural 76.13 29.9 smokes True
149 Male 61.00 True True Urban 112.24 37.4 smokes True
150 Male 63.00 True True Rural 137.30 31.7 formerly smoked True
151 Male 63.00 True True Urban 116.69 34.5 formerly smoked True
152 Female 82.00 True True Urban 215.94 27.9 formerly smoked True
153 Male 82.00 True True Rural 86.62 29.5 formerly smoked True
154 Female 65.00 True True Urban 205.77 46.0 formerly smoked True
155 Male 51.00 True True Urban 112.16 42.5 formerly smoked True
156 Male 59.00 True True Rural 118.03 35.5 smokes True
157 Male 68.00 True True Rural 271.74 31.1 smokes True
158 Female 72.00 True True Rural 97.92 26.9 smokes True
159 Male 59.00 True True Urban 200.62 35.8 formerly smoked True
160 Male 70.00 True True Rural 242.52 45.5 formerly smoked True
161 Male 69.00 True True Rural 93.81 28.5 Unknown True
162 Female 74.00 True True Urban 74.96 26.6 never smoked True
163 Male 80.00 True True Urban 175.29 31.5 formerly smoked True
164 Female 77.00 True True Rural 90.00 32.0 never smoked True
165 Female 78.00 True True Rural 109.47 30.8 never smoked True
166 Male 54.00 True True Rural 87.85 31.1 smokes True
167 Female 78.00 True True Urban 106.74 33.0 formerly smoked True
168 Female 81.00 True True Rural 80.13 23.4 never smoked True
169 Male 78.00 True True Urban 90.19 26.9 never smoked True
170 Male 78.00 True True Rural 134.80 33.6 Unknown True
171 Female 63.00 True True Rural 106.58 23.9 Unknown True
172 Female 39.00 True True Urban 83.24 26.3 never smoked True
173 Female 51.00 True True Rural 103.43 27.3 formerly smoked True
174 Male 63.00 True True Urban 208.65 30.7 never smoked True
175 Female 48.00 True True Urban 74.11 20.5 never smoked True
176 Female 81.00 True True Urban 95.84 21.5 never smoked True
177 Female 79.00 True True Urban 205.33 31.0 smokes True
178 Male 78.00 True True Urban 116.10 27.1 never smoked True
179 Female 55.00 True True Urban 210.40 40.0 smokes True
180 Male 73.00 True True Rural 219.73 28.6 never smoked True
181 Male 81.00 True True Urban 250.89 28.1 smokes True
182 Male 79.00 True True Rural 72.73 28.4 never smoked True
183 Female 63.00 True True Rural 205.35 42.2 formerly smoked True
184 Female 81.00 True True Urban 70.30 25.8 smokes True
185 Male 49.00 True True Rural 104.86 31.9 smokes True
186 Female 57.00 True True Urban 216.58 31.0 Unknown True
187 Female 81.00 True True Rural 184.40 27.5 never smoked True
188 Female 39.00 True True Urban 97.76 29.6 smokes True
189 Female 80.00 True True Urban 66.03 35.4 never smoked True
190 Female 81.00 True True Rural 81.95 16.9 never smoked True
191 Female 79.00 True True Urban 97.73 21.5 smokes True
192 Female 73.00 True True Urban 70.94 34.4 never smoked True
193 Female 77.00 True True Urban 199.84 28.0 formerly smoked True
194 Male 78.00 True True Urban 218.46 26.8 Unknown True
195 Female 68.00 True True Rural 211.06 39.3 Unknown True
196 Male 57.00 True True Urban 86.30 31.7 Unknown True
197 Male 77.00 True True Rural 162.14 32.6 formerly smoked True
198 Female 51.00 True True Urban 88.20 28.4 never smoked True
199 Male 60.00 True True Urban 91.92 35.9 smokes True
200 Male 66.00 True True Rural 76.46 21.2 formerly smoked True
201 Male 57.00 True True Rural 197.28 34.5 formerly smoked True
202 Male 68.00 True True Rural 233.94 42.4 never smoked True
203 Female 68.00 True True Urban 247.51 40.5 formerly smoked True
204 Male 57.00 True True Rural 84.96 36.7 Unknown True
205 Female 14.00 True True Rural 57.93 30.9 Unknown True
206 Female 75.00 True True Rural 78.80 29.3 formerly smoked True
207 Female 78.00 True True Rural 78.81 19.6 Unknown True
208 Male 3.00 True True Rural 95.12 18.0 Unknown True
209 Male 58.00 True True Urban 87.96 39.2 never smoked True
210 Female 8.00 True True Urban 110.89 17.6 Unknown True
211 Female 70.00 True True Rural 69.04 35.9 formerly smoked True
212 Female 52.00 True True Urban 77.59 17.7 formerly smoked True
213 Female 75.00 True True Rural 243.53 27.0 never smoked True
214 Female 32.00 True True Rural 77.67 32.3 smokes True
215 Female 79.00 True True Urban 77.08 35.0 Unknown True
216 Male 79.00 True True Urban 57.08 22.0 formerly smoked True
217 Female 37.00 True True Rural 162.96 39.4 never smoked True
218 Female 37.00 True True Rural 73.50 26.1 formerly smoked True
219 Female 40.00 True True Rural 95.04 42.4 never smoked True
220 Male 35.00 True True Rural 85.37 33.0 never smoked True
221 Female 20.00 True True Urban 84.62 19.7 smokes True
222 Female 42.00 True True Rural 82.67 22.5 never smoked True
223 Female 44.00 True True Urban 57.33 24.6 smokes True
224 Female 79.00 True True Urban 67.84 25.2 smokes True
225 Female 65.00 True True Rural 75.70 41.8 Unknown True
226 Female 49.00 True True Rural 60.22 31.5 smokes True
227 Male 71.00 True True Urban 198.21 27.3 formerly smoked True
228 Female 59.00 True True Urban 109.82 23.7 never smoked True
229 Female 25.00 True True Urban 60.84 24.5 never smoked True
230 Female 67.00 True True Rural 94.61 28.4 smokes True
231 Female 38.00 True True Rural 97.49 26.9 never smoked True
232 Female 54.00 True True Rural 206.72 26.7 never smoked True
233 Female 70.00 True True Rural 214.45 31.2 never smoked True
234 Male 27.00 True True Urban 82.90 25.0 Unknown True
235 Female 47.00 True True Urban 103.26 25.4 Unknown True
236 Male 58.00 True True Urban 55.78 27.5 smokes True
237 Female 3.00 True True Urban 73.74 16.0 Unknown True
238 Female 58.00 True True Urban 149.75 27.0 Unknown True
239 Male 14.00 True True Urban 82.34 31.6 Unknown True
240 Female 32.00 True True Rural 62.60 25.1 formerly smoked True
241 Female 23.00 True True Urban 94.09 30.9 never smoked True
242 Female 55.00 True True Urban 55.42 24.8 Unknown True
243 Female 17.00 True True Urban 82.18 23.4 Unknown True
244 Male 59.00 True True Urban 117.92 29.4 smokes True
245 Male 13.00 True True Urban 114.84 18.3 Unknown True
246 Male 4.00 True True Rural 79.17 20.0 Unknown True
247 Female 16.00 True True Rural 110.63 19.5 Unknown True
248 Male 67.00 True True Urban 190.70 36.0 formerly smoked True
249 Female 22.00 True True Rural 79.81 27.7 Unknown True
250 Female 45.00 True True Urban 113.63 27.5 smokes True
251 Female 66.00 True True Rural 141.24 28.5 never smoked True
252 Male 58.00 True True Rural 56.96 26.8 smokes True
253 Male 69.00 True True Rural 203.04 33.6 never smoked True
254 Female 58.00 True True Rural 94.30 29.1 Unknown True
255 Female 53.00 True True Urban 81.51 28.5 Unknown True
256 Female 78.00 True True Urban 137.74 34.9 formerly smoked True
257 Male 44.00 True True Rural 81.84 25.1 never smoked True
258 Male 66.00 True True Rural 242.30 35.3 smokes True
259 Male 27.00 True True Rural 102.64 26.4 smokes True
260 Male 43.00 True True Urban 146.01 31.5 smokes True
261 Female 13.00 True True Urban 75.42 40.1 Unknown True
262 Male 51.00 True True Urban 220.49 43.1 Unknown True
263 Female 30.00 True True Urban 61.45 36.7 smokes True
264 Male 46.00 True True Rural 88.19 29.3 formerly smoked True
265 Female 43.00 True True Rural 115.22 21.2 Unknown True
266 Female 79.00 True True Urban 97.93 31.2 Unknown True
267 Female 27.00 True True Rural 85.60 21.4 Unknown True
268 Female 38.00 True True Rural 79.83 27.9 smokes True
269 Female 78.00 True True Urban 218.46 34.3 never smoked True
270 Male 57.00 True True Rural 62.20 31.0 formerly smoked True
271 Male 61.00 True True Urban 69.15 27.7 formerly smoked True
272 Female 37.00 True True Rural 127.71 36.0 never smoked True
273 Female 48.00 True True Rural 216.70 38.7 formerly smoked True
274 Female 29.00 True True Urban 71.89 27.6 never smoked True
275 Male 22.00 True True Rural 103.56 25.1 Unknown True
276 Male 11.00 True True Rural 79.03 16.5 Unknown True
277 Female 22.00 True True Urban 69.94 22.8 Unknown True
278 Male 53.00 True True Rural 90.12 35.4 Unknown True
279 Male 27.00 True True Urban 95.10 24.3 formerly smoked True
280 Male 76.00 True True Rural 234.58 34.3 formerly smoked True
281 Female 57.00 True True Rural 235.85 40.1 never smoked True
282 Male 8.00 True True Rural 78.05 25.7 Unknown True
283 Female 21.00 True True Rural 89.44 21.9 smokes True
284 Female 18.00 True True Rural 111.38 38.4 smokes True
285 Female 78.00 True True Urban 243.50 26.1 never smoked True
286 Female 78.00 True True Urban 182.20 30.5 formerly smoked True
287 Male 33.00 True True Urban 229.92 25.9 smokes True
288 Female 51.00 True True Rural 89.84 29.9 Unknown True
289 Male 11.00 True True Rural 90.69 18.6 Unknown True
290 Female 48.00 True True Urban 84.38 27.1 Unknown True
291 Female 82.00 True True Urban 215.60 24.9 never smoked True
292 Female 54.00 True True Rural 91.61 25.2 never smoked True
293 Female 49.00 True True Rural 138.16 19.4 never smoked True
294 Female 24.00 True True Urban 75.23 29.0 never smoked True
295 Female 37.00 True True Rural 75.18 48.2 formerly smoked True
296 Male 64.00 True True Urban 239.64 34.6 formerly smoked True
297 Female 66.00 True True Urban 58.95 24.6 never smoked True
298 Female 23.00 True True Urban 99.92 25.8 never smoked True
299 Male 68.00 True True Rural 116.23 26.1 never smoked True
300 Female 55.00 True True Urban 118.82 29.0 formerly smoked True
301 Female 25.00 True True Rural 66.30 27.2 never smoked True
302 Female 48.00 True True Urban 101.41 20.7 smokes True
303 Female 79.00 True True Urban 200.28 30.0 formerly smoked True
304 Female 47.00 True True Urban 136.80 37.3 never smoked True
305 Female 20.00 True True Rural 96.57 34.1 never smoked True
306 Female 60.00 True True Rural 66.42 23.6 never smoked True
307 Female 32.00 True True Urban 98.09 25.2 smokes True
308 Female 66.00 True True Rural 205.23 39.5 never smoked True
309 Male 43.00 True True Urban 86.78 23.5 smokes True
310 Female 36.00 True True Rural 126.82 23.3 never smoked True
311 Female 29.00 True True Urban 63.69 28.1 smokes True
312 Female 39.00 True True Rural 89.86 24.4 never smoked True
313 Male 76.00 True True Rural 110.99 29.8 formerly smoked True
314 Female 0.64 True True Urban 83.82 24.9 Unknown True
315 Male 34.00 True True Urban 137.96 35.1 Unknown True
316 Female 72.00 True True Rural 210.78 32.3 formerly smoked True
317 Female 43.00 True True Rural 118.89 43.6 never smoked True
318 Female 57.00 True True Rural 72.55 21.0 never smoked True
319 Female 44.00 True True Rural 107.41 47.3 never smoked True
320 Female 4.00 True True Rural 93.25 16.6 Unknown True
321 Male 44.00 True True Rural 74.91 37.5 never smoked True
322 Female 18.00 True True Urban 80.05 24.2 never smoked True
323 Male 41.00 True True Urban 99.80 31.6 never smoked True
324 Female 23.00 True True Rural 91.97 21.6 formerly smoked True
325 Female 53.00 True True Rural 64.40 31.0 smokes True
326 Male 56.00 True True Rural 73.02 31.1 never smoked True
327 Female 0.88 True True Rural 88.11 15.5 Unknown True
328 Male 25.00 True True Urban 138.29 27.3 Unknown True
329 Female 14.00 True True Rural 72.36 20.5 Unknown True
330 Female 53.00 True True Rural 68.76 35.6 formerly smoked True
331 Male 4.00 True True Rural 106.22 16.7 Unknown True
332 Female 39.00 True True Urban 101.52 41.8 never smoked True
333 Male 53.00 True True Rural 109.51 41.9 never smoked True
334 Male 5.00 True True Rural 85.84 16.4 Unknown True
335 Male 4.00 True True Rural 110.15 17.1 Unknown True
336 Female 37.00 True True Urban 91.72 29.2 never smoked True
337 Male 70.00 True True Urban 251.60 27.1 never smoked True
338 Male 24.00 True True Urban 123.10 37.9 never smoked True
339 Male 55.00 True True Rural 97.40 44.6 formerly smoked True
340 Female 70.00 True True Rural 68.34 22.8 formerly smoked True
341 Male 34.00 True True Urban 80.81 33.2 never smoked True
342 Male 26.00 True True Rural 120.31 22.3 smokes True
343 Female 39.00 True True Rural 83.51 26.4 never smoked True
344 Male 38.00 True True Urban 74.09 39.6 never smoked True
345 Female 20.00 True True Urban 91.60 28.1 never smoked True
346 Female 17.00 True True Urban 87.52 39.2 never smoked True
347 Male 60.00 True True Rural 213.37 36.0 never smoked True
348 Female 75.00 True True Rural 75.39 37.8 never smoked True
349 Female 31.00 True True Rural 122.41 40.3 smokes True
350 Male 58.00 True True Rural 223.36 41.5 formerly smoked True
351 Female 5.00 True True Rural 84.59 17.7 Unknown True
352 Female 13.00 True True Urban 70.16 21.2 never smoked True
353 Female 22.00 True True Rural 107.52 41.6 Unknown True
354 Female 52.00 True True Urban 80.88 23.8 smokes True
355 Female 61.00 True True Rural 93.48 23.7 Unknown True
356 Female 78.00 True True Urban 70.21 24.8 never smoked True
357 Male 57.00 True True Rural 86.67 39.0 Unknown True
358 Female 21.00 True True Rural 101.37 37.9 never smoked True
359 Female 22.00 True True Rural 105.22 31.1 never smoked True
360 Female 80.00 True True Rural 70.31 23.2 Unknown True
361 Male 7.00 True True Rural 64.06 18.9 Unknown True
362 Male 64.00 True True Rural 178.29 36.1 never smoked True
363 Female 64.00 True True Rural 81.60 36.3 smokes True
364 Female 38.00 True True Urban 147.48 40.5 Unknown True
365 Male 12.00 True True Urban 86.86 25.4 never smoked True
366 Female 33.00 True True Rural 71.16 46.5 smokes True
367 Female 3.00 True True Urban 73.20 16.8 Unknown True
368 Female 37.00 True True Urban 203.81 46.6 never smoked True
369 Female 22.00 True True Rural 82.00 26.4 never smoked True
370 Female 24.00 True True Urban 97.55 26.2 never smoked True
371 Male 75.00 True True Urban 94.29 35.2 Unknown True
372 Female 12.00 True True Rural 75.22 20.9 Unknown True
373 Male 63.00 True True Urban 90.07 36.8 Unknown True
374 Female 52.00 True True Urban 73.73 34.4 formerly smoked True
375 Female 68.00 True True Urban 79.58 22.2 never smoked True
376 Female 56.00 True True Rural 205.26 40.3 never smoked True
377 Female 43.00 True True Rural 58.63 28.4 smokes True
378 Female 40.00 True True Rural 139.90 31.7 smokes True
379 Male 53.00 True True Urban 211.03 34.2 formerly smoked True
380 Male 31.00 True True Rural 91.65 24.6 formerly smoked True
381 Female 69.00 True True Rural 225.47 36.9 never smoked True
382 Male 64.00 True True Urban 94.48 31.1 never smoked True
383 Female 64.00 True True Urban 82.34 31.9 never smoked True
384 Female 62.00 True True Urban 180.63 31.8 formerly smoked True
385 Female 2.00 True True Rural 92.48 18.0 Unknown True
386 Male 53.00 True True Rural 116.66 28.5 formerly smoked True
387 Male 65.00 True True Urban 112.09 29.5 never smoked True
388 Female 22.00 True True Urban 130.34 22.0 never smoked True
389 Female 26.00 True True Urban 82.59 29.4 never smoked True
390 Male 53.00 True True Rural 123.87 28.8 Unknown True
391 Male 20.00 True True Rural 98.70 26.2 Unknown True
392 Female 63.00 True True Rural 227.10 26.9 Unknown True
393 Male 13.00 True True Rural 55.39 23.2 Unknown True
394 Male 21.00 True True Urban 66.07 27.9 Unknown True
395 Female 65.00 True True Rural 104.21 36.8 never smoked True
396 Male 65.00 True True Urban 145.15 28.9 Unknown True
397 Male 42.00 True True Urban 68.19 31.0 never smoked True
398 Male 72.00 True True Rural 97.53 29.4 smokes True
399 Male 13.00 True True Urban 122.31 15.3 never smoked True
400 Male 29.00 True True Urban 83.51 37.1 never smoked True
401 Male 59.00 True True Urban 86.46 30.5 Unknown True
402 Female 42.00 True True Rural 112.06 38.2 never smoked True
403 Male 13.00 True True Urban 92.14 23.2 never smoked True
404 Male 75.00 True True Rural 201.76 30.2 formerly smoked True
405 Female 33.00 True True Urban 74.44 45.2 smokes True
406 Female 43.00 True True Rural 95.93 21.8 Unknown True
407 Female 11.00 True True Rural 87.51 24.4 Unknown True
408 Female 7.00 True True Rural 72.35 17.0 Unknown True
409 Female 16.00 True True Rural 113.47 19.5 Unknown True
410 Female 78.00 True True Rural 115.43 27.8 never smoked True
411 Male 25.00 True True Rural 95.59 25.1 never smoked True
412 Male 69.00 True True Rural 101.52 26.8 smokes True
413 Female 43.00 True True Rural 217.30 27.5 never smoked True
414 Female 38.00 True True Urban 196.01 28.1 never smoked True
415 Male 68.00 True True Urban 92.21 27.3 Unknown True
416 Male 26.00 True True Rural 100.09 27.4 never smoked True
417 Female 18.00 True True Rural 93.88 22.2 never smoked True
418 Female 43.00 True True Rural 75.05 22.9 smokes True
419 Female 43.00 True True Rural 70.08 26.6 never smoked True
420 Female 32.00 True True Urban 74.20 23.0 smokes True
421 Female 81.00 True True Rural 69.01 32.6 never smoked True
422 Male 25.00 True True Rural 96.17 22.1 Unknown True
423 Female 66.00 True True Urban 87.24 22.5 formerly smoked True
424 Male 11.00 True True Urban 82.58 25.5 Unknown True
425 Female 53.00 True True Rural 96.88 31.4 Unknown True
426 Female 78.00 True True Urban 73.32 26.0 Unknown True
427 Male 9.00 True True Rural 94.59 20.0 Unknown True
428 Female 48.00 True True Rural 132.08 31.6 smokes True
429 Female 31.00 True True Urban 98.99 31.2 never smoked True
430 Male 20.00 True True Rural 104.48 21.7 never smoked True
431 Male 21.00 True True Rural 98.01 24.2 Unknown True
432 Female 42.00 True True Rural 79.14 25.0 formerly smoked True
433 Male 35.00 True True Urban 89.32 36.7 Unknown True
434 Male 53.00 True True Rural 65.24 28.9 Unknown True
435 Male 60.00 True True Rural 80.98 29.7 formerly smoked True
436 Male 74.00 True True Urban 186.17 44.3 Unknown True
437 Female 55.00 True True Rural 111.19 39.7 formerly smoked True
438 Female 71.00 True True Urban 93.28 34.7 never smoked True
439 Male 5.00 True True Rural 122.19 35.0 Unknown True
440 Female 14.00 True True Rural 129.53 21.3 never smoked True
441 Female 15.00 True True Rural 114.53 29.1 Unknown True
442 Female 66.00 True True Urban 93.73 23.9 smokes True
443 Female 56.00 True True Urban 77.49 36.0 formerly smoked True
444 Female 60.00 True True Urban 65.38 41.2 formerly smoked True
445 Female 57.00 True True Urban 94.18 27.1 never smoked True
446 Male 29.00 True True Urban 118.70 33.2 Unknown True
447 Female 76.00 True True Urban 96.29 25.4 smokes True
448 Male 52.00 True True Rural 74.64 30.7 smokes True
449 Female 42.00 True True Urban 96.99 34.8 formerly smoked True
450 Female 71.00 True True Rural 100.61 19.2 Unknown True
451 Male 64.00 True True Rural 97.08 31.7 Unknown True
452 Female 39.00 True True Rural 84.79 35.7 never smoked True
453 Female 46.00 True True Rural 78.75 37.8 formerly smoked True
454 Female 51.00 True True Rural 82.93 29.7 smokes True
455 Male 31.00 True True Urban 88.78 35.8 smokes True
456 Male 22.00 True True Urban 122.10 23.6 smokes True
457 Male 41.00 True True Rural 74.81 39.7 smokes True
458 Female 28.00 True True Urban 183.45 40.5 smokes True
459 Female 44.00 True True Urban 114.94 21.4 never smoked True
460 Female 68.00 True True Rural 104.38 40.8 formerly smoked True
461 Male 49.00 True True Urban 102.91 24.7 Unknown True
462 Male 10.00 True True Rural 108.79 21.0 Unknown True
463 Female 31.00 True True Urban 73.31 45.0 never smoked True
464 Male 67.00 True True Urban 68.52 26.2 never smoked True
465 Male 70.00 True True Urban 102.64 28.3 never smoked True
466 Female 38.00 True True Urban 70.92 41.6 never smoked True
467 Female 5.00 True True Rural 86.11 19.0 Unknown True
468 Female 54.00 True True Urban 129.16 32.4 never smoked True
469 Female 30.00 True True Urban 113.85 34.0 never smoked True
470 Female 23.00 True True Rural 79.35 39.4 formerly smoked True
471 Female 31.00 True True Rural 80.79 28.7 Unknown True
472 Male 72.00 True True Urban 114.01 31.8 formerly smoked True
473 Male 23.00 True True Rural 93.74 31.2 never smoked True
474 Female 25.00 True True Rural 90.65 20.9 Unknown True
475 Male 51.00 True True Urban 98.41 32.1 never smoked True
476 Female 20.00 True True Urban 127.18 31.0 Unknown True
477 Female 12.00 True True Urban 138.06 23.1 Unknown True
478 Male 57.00 True True Urban 89.44 26.7 never smoked True
479 Male 65.00 True True Urban 105.61 27.9 Unknown True
480 Female 16.00 True True Rural 155.43 27.3 never smoked True
481 Female 30.00 True True Urban 80.19 20.4 never smoked True
482 Male 29.00 True True Urban 60.34 29.6 formerly smoked True
483 Female 54.00 True True Urban 79.30 30.6 formerly smoked True
484 Female 57.00 True True Urban 98.44 33.6 Unknown True
485 Male 18.00 True True Rural 70.34 24.2 Unknown True
486 Male 9.00 True True Urban 122.22 17.7 Unknown True
487 Female 26.00 True True Rural 75.29 22.6 smokes True
488 Male 40.00 True True Rural 100.35 28.1 never smoked True
489 Male 77.00 True True Urban 193.83 26.5 never smoked True
490 Female 15.00 True True Urban 126.96 28.7 Unknown True
491 Female 76.00 True True Urban 183.34 39.5 formerly smoked True
492 Male 52.00 True True Urban 247.69 35.1 Unknown True
493 Female 55.00 True True Rural 76.20 27.9 never smoked True
494 Male 5.00 True True Rural 71.43 19.3 Unknown True
495 Female 55.00 True True Rural 93.36 28.4 never smoked True
496 Male 36.00 True True Urban 61.29 26.7 never smoked True
497 Male 46.00 True True Urban 103.62 40.9 Unknown True
498 Male 5.00 True True Rural 100.52 17.2 Unknown True
499 Female 39.00 True True Rural 191.47 28.3 never smoked True
500 Male 12.00 True True Urban 67.06 16.1 Unknown True
501 Male 67.00 True True Urban 144.10 27.6 never smoked True
502 Female 1.80 True True Urban 58.26 16.5 Unknown True
503 Female 72.00 True True Urban 239.82 35.8 never smoked True
504 Female 0.32 True True Rural 73.71 16.2 Unknown True
505 Female 64.00 True True Rural 88.53 24.6 never smoked True
506 Male 27.00 True True Urban 114.79 32.0 Unknown True
507 Male 25.00 True True Rural 113.80 35.3 formerly smoked True
508 Female 81.00 True True Urban 71.91 19.2 Unknown True
509 Female 32.00 True True Urban 65.30 40.4 never smoked True
510 Male 57.00 True True Urban 189.57 30.7 never smoked True
511 Female 52.00 True True Urban 114.25 24.3 formerly smoked True
512 Male 54.00 True True Urban 81.26 26.4 formerly smoked True
513 Female 36.00 True True Urban 87.88 34.7 smokes True
514 Male 18.00 True True Urban 112.17 31.7 Unknown True
515 Male 45.00 True True Rural 99.97 35.6 never smoked True
516 Male 29.00 True True Urban 207.58 22.8 smokes True
517 Female 51.00 True True Urban 109.16 28.0 smokes True
518 Female 23.00 True True Urban 74.46 35.6 formerly smoked True
519 Female 54.00 True True Rural 118.51 40.6 never smoked True
520 Female 54.00 True True Urban 107.47 29.3 formerly smoked True
521 Male 18.00 True True Rural 182.86 21.0 Unknown True
522 Female 26.00 True True Rural 59.17 20.0 Unknown True
523 Male 72.00 True True Rural 215.64 26.7 formerly smoked True
524 Male 5.00 True True Rural 163.70 18.4 Unknown True
525 Female 65.00 True True Rural 196.36 34.5 formerly smoked True
526 Female 42.00 True True Rural 139.77 27.7 Unknown True
527 Female 47.00 True True Urban 141.23 21.1 never smoked True
528 Female 24.00 True True Urban 89.99 24.4 formerly smoked True
529 Male 57.00 True True Urban 108.53 19.4 smokes True
530 Male 51.00 True True Urban 63.61 42.3 Unknown True
531 Male 48.00 True True Urban 85.54 32.2 smokes True
532 Female 56.00 True True Urban 100.83 26.8 never smoked True
533 Female 30.00 True True Urban 59.82 25.4 never smoked True
534 Female 63.00 True True Urban 105.95 23.5 smokes True
535 Female 53.00 True True Urban 71.15 26.1 formerly smoked True
536 Female 1.08 True True Rural 60.53 17.5 Unknown True
537 Male 15.00 True True Rural 205.50 24.2 never smoked True
538 Female 59.00 True True Urban 204.86 30.8 never smoked True
539 Female 24.00 True True Rural 115.03 23.4 never smoked True
540 Male 53.00 True True Rural 79.87 30.9 never smoked True
541 Female 39.00 True True Rural 97.89 23.6 never smoked True
542 Male 31.00 True True Rural 114.32 27.7 smokes True
543 Male 5.00 True True Urban 92.23 16.7 Unknown True
544 Male 44.00 True True Urban 83.51 31.2 never smoked True
545 Female 1.80 True True Urban 102.34 17.0 Unknown True
546 Male 40.00 True True Rural 144.48 29.8 smokes True
547 Male 7.00 True True Rural 88.39 19.7 Unknown True
548 Female 56.00 True True Rural 228.08 29.1 Unknown True
549 Male 42.00 True True Urban 93.79 27.2 never smoked True
550 Male 48.00 True True Rural 147.14 22.3 Unknown True
551 Male 82.00 True True Rural 106.43 27.0 smokes True
552 Female 52.00 True True Rural 88.04 42.1 never smoked True
553 Female 42.00 True True Urban 92.20 34.2 Unknown True
554 Female 73.00 True True Urban 219.53 40.9 never smoked True
555 Female 55.00 True True Rural 75.56 29.4 smokes True
556 Male 50.00 True True Urban 158.31 32.8 formerly smoked True
557 Male 43.00 True True Urban 111.43 21.9 smokes True
558 Male 33.00 True True Rural 219.97 39.6 never smoked True
559 Female 80.00 True True Rural 148.91 28.3 never smoked True
560 Female 33.00 True True Urban 69.40 47.8 never smoked True
561 Female 74.00 True True Rural 68.34 39.3 Unknown True
562 Male 65.00 True True Urban 58.37 28.0 smokes True
563 Female 40.00 True True Urban 71.20 27.1 never smoked True
564 Male 52.00 True True Rural 101.50 31.2 smokes True
565 Female 66.00 True True Urban 92.04 23.1 never smoked True
566 Female 20.00 True True Rural 73.00 20.8 never smoked True
567 Female 51.00 True True Urban 111.15 34.1 smokes True
568 Female 60.00 True True Rural 58.65 30.1 never smoked True
569 Male 59.00 True True Urban 100.54 35.8 never smoked True
570 Male 58.00 True True Rural 111.73 34.6 never smoked True
571 Female 42.00 True True Urban 97.78 29.8 Unknown True
572 Male 28.00 True True Rural 85.79 26.7 Unknown True
573 Male 57.00 True True Rural 98.54 30.2 never smoked True
574 Female 66.00 True True Urban 94.62 29.7 formerly smoked True
575 Male 48.00 True True Urban 99.67 23.3 formerly smoked True
576 Male 37.00 True True Urban 67.39 35.6 Unknown True
577 Female 27.00 True True Urban 95.12 27.0 never smoked True
578 Male 15.00 True True Rural 85.06 21.6 never smoked True
579 Male 61.00 True True Rural 214.05 29.4 formerly smoked True
580 Female 80.00 True True Urban 79.09 22.8 never smoked True
581 Female 43.00 True True Urban 98.09 17.3 never smoked True
582 Male 53.00 True True Urban 76.36 29.8 Unknown True
583 Female 70.00 True True Urban 98.42 36.4 formerly smoked True
584 Female 58.00 True True Urban 82.01 34.7 formerly smoked True
585 Female 49.00 True True Rural 56.11 28.7 smokes True
586 Male 65.00 True True Rural 111.85 26.7 never smoked True
587 Female 54.00 True True Urban 92.39 22.1 never smoked True
588 Male 74.00 True True Urban 112.54 27.7 formerly smoked True
589 Female 56.00 True True Urban 63.71 40.5 formerly smoked True
590 Female 79.00 True True Urban 70.35 23.0 formerly smoked True
591 Male 71.00 True True Urban 94.65 25.3 formerly smoked True
592 Female 28.00 True True Rural 64.64 22.1 never smoked True
593 Female 9.00 True True Rural 57.27 28.0 Unknown True
594 Female 36.00 True True Rural 77.12 28.4 never smoked True
595 Male 78.00 True True Urban 55.32 29.6 smokes True
596 Male 52.00 True True Rural 69.37 36.2 Unknown True
597 Female 80.00 True True Urban 57.57 22.8 never smoked True
598 Female 38.00 True True Rural 98.73 24.3 never smoked True
599 Male 56.00 True True Rural 81.18 26.9 never smoked True
600 Female 75.00 True True Rural 56.23 25.3 never smoked True
601 Male 76.00 True True Rural 69.61 35.3 never smoked True
602 Male 10.00 True True Rural 59.49 18.3 Unknown True
603 Male 40.00 True True Rural 100.26 26.0 Unknown True
604 Male 82.00 True True Rural 56.75 21.0 never smoked True
605 Female 58.00 True True Rural 77.46 27.6 never smoked True
606 Male 12.00 True True Urban 76.26 20.5 never smoked True
607 Female 53.00 True True Rural 86.39 30.2 never smoked True
608 Female 26.00 True True Urban 116.38 21.9 formerly smoked True
609 Female 48.00 True True Rural 75.74 28.8 smokes True
610 Male 25.00 True True Rural 92.14 36.2 Unknown True
611 Female 27.00 True True Rural 149.95 25.9 never smoked True
612 Female 16.00 True True Rural 74.98 21.4 never smoked True
613 Male 20.00 True True Urban 55.25 20.4 never smoked True
614 Female 2.00 True True Rural 79.89 31.6 Unknown True
615 Female 1.80 True True Urban 130.61 14.4 Unknown True
616 Male 28.00 True True Urban 94.26 23.7 Unknown True
617 Male 32.00 True True Urban 94.34 30.2 formerly smoked True
618 Female 35.00 True True Urban 109.03 19.5 formerly smoked True
619 Female 52.00 True True Rural 81.03 32.6 never smoked True
620 Female 55.00 True True Rural 99.82 34.2 never smoked True
621 Female 42.00 True True Urban 140.08 43.0 never smoked True
622 Female 52.00 True True Urban 59.54 42.2 Unknown True
623 Female 18.00 True True Urban 80.33 19.7 never smoked True
624 Female 13.00 True True Urban 131.51 41.7 never smoked True
625 Female 45.00 True True Rural 89.21 21.6 formerly smoked True
626 Female 29.00 True True Rural 91.45 24.2 never smoked True
627 Female 12.00 True True Rural 90.58 19.2 Unknown True
628 Female 37.00 True True Urban 91.45 25.8 Unknown True
629 Female 30.00 True True Rural 89.63 23.2 smokes True
630 Female 44.00 True True Urban 124.06 20.8 never smoked True
631 Female 79.00 True True Rural 99.47 28.4 never smoked True
632 Male 38.00 True True Urban 88.97 30.2 never smoked True
633 Female 45.00 True True Rural 80.93 23.1 never smoked True
634 Female 66.00 True True Urban 102.07 16.7 smokes True
635 Female 19.00 True True Rural 91.69 39.5 Unknown True
636 Female 49.00 True True Urban 63.71 33.8 smokes True
637 Female 66.00 True True Rural 200.49 34.6 smokes True
638 Male 47.00 True True Rural 75.30 25.0 formerly smoked True
639 Female 59.00 True True Urban 240.71 43.9 formerly smoked True
640 Female 23.00 True True Urban 60.50 27.1 formerly smoked True
641 Female 79.00 True True Rural 131.85 25.9 Unknown True
642 Female 37.00 True True Rural 134.39 22.7 formerly smoked True
643 Male 78.00 True True Urban 56.18 27.1 never smoked True
644 Female 70.00 True True Rural 113.64 25.6 formerly smoked True
645 Female 34.00 True True Rural 156.57 28.4 Unknown True
646 Male 29.00 True True Urban 59.26 35.8 smokes True
647 Female 13.00 True True Rural 63.26 19.5 Unknown True
648 Female 22.00 True True Urban 86.24 31.2 never smoked True
649 Male 56.00 True True Urban 197.10 43.6 formerly smoked True
650 Female 81.00 True True Urban 90.90 31.2 formerly smoked True
651 Female 28.00 True True Rural 84.59 23.5 Unknown True
652 Male 9.00 True True Rural 121.80 18.7 Unknown True
653 Male 50.00 True True Rural 77.65 24.4 smokes True
654 Male 70.00 True True Urban 64.41 29.4 smokes True
655 Female 30.00 True True Urban 75.19 37.0 smokes True
656 Female 51.00 True True Rural 67.97 29.4 smokes True
657 Male 24.00 True True Urban 119.34 38.5 never smoked True
658 Male 17.00 True True Rural 94.92 23.5 never smoked True
659 Male 9.00 True True Rural 85.02 16.3 Unknown True
660 Male 50.00 True True Urban 103.51 35.9 never smoked True
661 Female 49.00 True True Urban 114.50 35.9 formerly smoked True
662 Male 6.00 True True Urban 70.78 20.3 Unknown True
663 Male 30.00 True True Rural 95.01 32.3 smokes True
664 Male 73.00 True True Urban 84.11 27.9 never smoked True
665 Female 20.00 True True Urban 74.02 22.3 never smoked True
666 Male 42.00 True True Urban 78.49 31.8 smokes True
667 Female 79.00 True True Urban 74.22 29.7 Unknown True
668 Female 55.00 True True Urban 55.34 27.1 smokes True
669 Female 27.00 True True Rural 75.04 24.5 never smoked True
670 Male 71.00 True True Rural 109.73 28.9 never smoked True
671 Male 23.00 True True Rural 96.78 24.6 smokes True
672 Female 71.00 True True Urban 194.62 31.6 never smoked True
673 Female 56.00 True True Rural 70.02 32.3 never smoked True
674 Male 31.00 True True Urban 222.21 41.1 smokes True
675 Female 64.00 True True Rural 62.41 30.0 never smoked True
676 Male 46.00 True True Urban 55.83 26.4 never smoked True
677 Male 55.00 True True Rural 65.12 30.0 never smoked True
678 Male 2.00 True True Rural 73.62 20.8 Unknown True
679 Female 58.00 True True Urban 85.83 44.0 formerly smoked True
680 Female 78.00 True True Urban 103.86 30.6 Unknown True
681 Female 1.16 True True Urban 60.98 17.2 Unknown True
682 Female 35.00 True True Rural 82.69 29.1 Unknown True
683 Female 64.00 True True Rural 250.20 27.4 Unknown True
684 Female 18.00 True True Rural 128.97 23.5 Unknown True
685 Male 19.00 True True Rural 84.31 31.8 never smoked True
686 Male 47.00 True True Rural 74.80 23.5 never smoked True
687 Female 54.00 True True Urban 97.06 28.5 formerly smoked True
688 Female 39.00 True True Urban 77.54 32.7 Unknown True
689 Female 17.00 True True Rural 173.43 25.6 smokes True
690 Female 20.00 True True Urban 79.08 41.2 never smoked True
691 Female 31.00 True True Urban 106.18 27.0 smokes True
692 Female 56.00 True True Rural 114.21 21.3 never smoked True
693 Female 31.00 True True Rural 91.08 34.3 never smoked True
694 Male 82.00 True True Urban 105.77 29.5 Unknown True
695 Male 33.00 True True Rural 74.88 31.6 smokes True
696 Male 42.00 True True Rural 123.15 26.1 smokes True
697 Male 20.00 True True Rural 184.25 27.5 never smoked True
698 Male 22.00 True True Rural 117.69 26.5 never smoked True
699 Male 61.00 True True Rural 55.26 33.2 Unknown True
700 Female 31.00 True True Urban 106.51 40.2 never smoked True
701 Female 31.00 True True Rural 55.27 32.5 formerly smoked True
702 Male 17.00 True True Urban 98.42 23.4 Unknown True
703 Female 30.00 True True Rural 99.20 32.5 never smoked True
704 Male 69.00 True True Urban 98.92 23.9 formerly smoked True
705 Female 63.00 True True Rural 92.70 29.5 never smoked True
706 Male 19.00 True True Rural 106.70 24.0 never smoked True
707 Male 7.00 True True Urban 152.81 17.7 Unknown True
708 Female 51.00 True True Urban 82.59 26.2 formerly smoked True
709 Female 38.00 True True Urban 91.00 33.3 never smoked True
710 Male 2.00 True True Urban 93.88 17.4 Unknown True
711 Female 58.00 True True Urban 76.99 29.0 never smoked True
712 Female 69.00 True True Rural 254.60 21.7 Unknown True
713 Female 64.00 True True Rural 93.99 37.8 formerly smoked True
714 Female 31.00 True True Urban 109.68 41.8 never smoked True
715 Female 59.00 True True Rural 92.04 24.2 never smoked True
716 Female 54.00 True True Rural 111.41 31.1 never smoked True
717 Female 24.00 True True Rural 97.92 23.1 never smoked True
718 Male 19.00 True True Urban 65.61 25.1 Unknown True
719 Male 17.00 True True Urban 62.37 41.3 never smoked True
720 Female 29.00 True True Urban 101.28 22.7 never smoked True
721 Female 42.00 True True Rural 88.31 24.0 smokes True
722 Female 31.00 True True Rural 103.55 20.5 formerly smoked True
723 Female 29.00 True True Urban 60.26 20.4 never smoked True
724 Female 23.00 True True Urban 79.39 27.6 never smoked True
725 Female 25.00 True True Urban 122.01 27.0 smokes True
726 Female 14.00 True True Rural 78.09 26.4 Unknown True
727 Female 66.00 True True Urban 89.70 34.9 smokes True
728 Female 77.00 True True Rural 95.10 35.0 never smoked True
729 Male 79.00 True True Rural 112.64 28.5 formerly smoked True
730 Female 52.00 True True Rural 79.80 32.3 formerly smoked True
731 Female 41.00 True True Urban 82.20 23.9 Unknown True
732 Male 39.00 True True Rural 114.32 26.4 never smoked True
733 Female 51.00 True True Rural 116.14 20.9 never smoked True
734 Female 40.00 True True Urban 122.74 23.3 Unknown True
735 Female 48.00 True True Urban 94.04 32.7 never smoked True
736 Male 55.00 True True Rural 86.60 26.5 never smoked True
737 Male 41.00 True True Rural 82.32 27.9 Unknown True
738 Female 39.00 True True Rural 83.83 30.3 never smoked True
739 Male 41.00 True True Urban 106.98 27.6 never smoked True
740 Female 5.00 True True Urban 93.88 14.6 Unknown True
741 Male 38.00 True True Urban 70.53 40.9 smokes True
742 Male 40.00 True True Rural 212.01 28.4 never smoked True
743 Male 12.00 True True Rural 65.88 23.7 Unknown True
744 Male 20.00 True True Rural 106.97 27.9 formerly smoked True
745 Male 53.00 True True Urban 126.35 25.2 never smoked True
746 Female 21.00 True True Urban 129.16 34.4 Unknown True
747 Female 70.00 True True Rural 88.66 36.7 formerly smoked True
748 Male 61.00 True True Rural 112.95 22.2 formerly smoked True
749 Male 70.00 True True Urban 81.59 27.2 never smoked True
750 Female 38.00 True True Rural 76.82 27.3 never smoked True
751 Male 59.00 True True Rural 73.75 27.3 smokes True
752 Female 36.00 True True Urban 91.56 42.2 never smoked True
753 Female 31.00 True True Rural 104.55 26.4 never smoked True
754 Female 65.00 True True Urban 84.84 39.4 Unknown True
755 Male 61.00 True True Rural 86.06 34.8 never smoked True
756 Male 2.00 True True Rural 109.10 20.0 Unknown True
757 Male 52.00 True True Rural 68.35 34.1 never smoked True
758 Female 33.00 True True Urban 121.04 31.4 Unknown True
759 Male 5.00 True True Rural 160.83 17.8 Unknown True
760 Female 32.00 True True Rural 85.62 46.1 smokes True
761 Female 54.00 True True Urban 74.23 28.1 formerly smoked True
762 Female 51.00 True True Urban 110.76 24.7 formerly smoked True
763 Female 39.00 True True Urban 79.44 22.7 never smoked True
764 Female 40.00 True True Rural 119.52 34.6 never smoked True
765 Female 19.00 True True Rural 90.42 21.4 never smoked True
766 Female 9.00 True True Urban 109.32 27.4 Unknown True
767 Male 53.00 True True Rural 78.16 36.6 never smoked True
768 Female 23.00 True True Rural 79.13 32.9 formerly smoked True
769 Female 19.00 True True Urban 84.06 24.7 never smoked True
770 Male 1.00 True True Rural 89.30 21.4 Unknown True
771 Female 48.00 True True Urban 69.21 33.1 never smoked True
772 Male 71.00 True True Rural 186.45 26.7 never smoked True
773 Male 44.00 True True Urban 58.47 24.4 never smoked True
774 Female 53.00 True True Rural 189.49 25.8 Unknown True
775 Female 70.00 True True Urban 99.60 34.3 formerly smoked True
776 Female 1.40 True True Rural 126.18 18.1 Unknown True
777 Male 49.00 True True Urban 186.32 43.8 smokes True
778 Female 17.00 True True Rural 62.49 26.9 never smoked True
779 Female 40.00 True True Rural 74.51 36.6 never smoked True
780 Female 46.00 True True Urban 94.63 24.9 never smoked True
781 Female 32.00 True True Rural 91.98 27.6 smokes True
782 Male 2.00 True True Rural 56.77 20.9 Unknown True
783 Female 40.00 True True Urban 75.87 30.3 never smoked True
784 Female 19.00 True True Rural 77.19 37.4 smokes True
785 Male 43.00 True True Urban 135.75 35.9 smokes True
786 Male 71.00 True True Urban 95.08 31.5 never smoked True
787 Female 31.00 True True Urban 125.38 24.4 smokes True
788 Male 41.00 True True Urban 111.71 38.9 formerly smoked True
789 Male 65.00 True True Rural 94.64 28.6 never smoked True
790 Female 20.00 True True Urban 112.96 27.5 never smoked True
791 Female 51.00 True True Urban 105.36 43.7 Unknown True
792 Female 37.00 True True Urban 84.13 27.0 never smoked True
793 Male 49.00 True True Rural 102.47 29.3 formerly smoked True
794 Female 62.00 True True Rural 77.04 34.7 never smoked True
795 Female 28.00 True True Rural 87.01 39.9 never smoked True
796 Male 80.00 True True Rural 56.99 26.7 never smoked True
797 Male 45.00 True True Rural 73.01 24.8 formerly smoked True
798 Female 37.00 True True Urban 106.35 29.7 never smoked True
799 Female 3.00 True True Rural 80.63 15.9 Unknown True
800 Male 26.00 True True Urban 103.61 31.4 never smoked True
801 Male 58.00 True True Urban 194.04 27.8 never smoked True
802 Female 59.00 True True Rural 111.99 35.5 formerly smoked True
803 Male 74.00 True True Rural 57.51 31.7 smokes True
804 Male 17.00 True True Rural 68.49 33.2 never smoked True
805 Female 62.00 True True Urban 60.20 27.7 formerly smoked True
806 Male 37.00 True True Urban 160.00 31.9 formerly smoked True
807 Female 59.00 True True Rural 237.15 27.7 never smoked True
808 Female 59.00 True True Rural 99.06 23.4 never smoked True
809 Male 62.00 True True Urban 56.31 24.3 formerly smoked True
810 Male 80.00 True True Urban 84.31 30.3 smokes True
811 Female 54.00 True True Rural 90.92 29.1 never smoked True
812 Female 27.00 True True Rural 104.33 20.1 never smoked True
813 Female 4.00 True True Urban 62.61 21.2 Unknown True
814 Male 81.00 True True Urban 231.19 31.6 formerly smoked True
815 Female 41.00 True True Rural 94.30 41.6 Unknown True
816 Male 27.00 True True Rural 104.48 36.4 smokes True
817 Female 51.00 True True Urban 72.62 30.5 never smoked True
818 Female 59.00 True True Urban 81.64 32.8 Unknown True
819 Female 51.00 True True Rural 90.78 32.3 never smoked True
820 Male 71.00 True True Urban 70.71 30.1 never smoked True
821 Male 48.00 True True Urban 72.36 34.7 smokes True
822 Female 49.00 True True Urban 59.76 29.7 Unknown True
823 Female 25.00 True True Rural 63.64 31.3 formerly smoked True
824 Female 31.00 True True Rural 76.26 35.6 never smoked True
825 Female 68.00 True True Rural 82.06 35.2 formerly smoked True
826 Male 39.00 True True Urban 110.91 27.6 never smoked True
827 Female 32.00 True True Rural 77.16 35.2 smokes True
828 Female 39.00 True True Rural 69.58 28.1 Unknown True
829 Female 63.00 True True Urban 96.26 31.8 Unknown True
830 Female 69.00 True True Rural 87.27 23.3 smokes True
831 Female 29.00 True True Urban 65.36 28.8 formerly smoked True
832 Female 1.72 True True Rural 109.51 19.5 Unknown True
833 Female 58.00 True True Urban 89.03 30.0 smokes True
834 Female 32.00 True True Urban 91.34 25.5 formerly smoked True
835 Male 63.00 True True Rural 57.82 28.8 formerly smoked True
836 Male 57.00 True True Urban 81.15 40.2 formerly smoked True
837 Female 77.00 True True Rural 115.29 32.9 Unknown True
838 Male 8.00 True True Urban 111.02 22.4 Unknown True
839 Female 21.00 True True Urban 111.61 36.9 smokes True
840 Female 16.00 True True Rural 109.02 19.8 Unknown True
841 Male 71.00 True True Rural 207.32 32.4 smokes True
842 Female 74.00 True True Urban 87.11 24.8 never smoked True
843 Female 7.00 True True Urban 61.68 16.4 Unknown True
844 Male 19.00 True True Rural 119.04 35.9 Unknown True
845 Male 64.00 True True Urban 86.05 23.0 Unknown True
846 Male 75.00 True True Urban 207.64 30.5 formerly smoked True
847 Male 80.00 True True Rural 236.84 26.8 never smoked True
848 Male 40.00 True True Urban 78.11 35.3 never smoked True
849 Female 24.00 True True Rural 100.97 27.9 never smoked True
850 Female 74.00 True True Urban 99.21 22.1 never smoked True
851 Female 52.00 True True Urban 113.21 38.3 never smoked True
852 Male 54.00 True True Urban 92.95 41.0 never smoked True
853 Male 19.00 True True Rural 142.57 22.8 Unknown True
854 Female 23.00 True True Rural 92.87 30.1 never smoked True
855 Female 51.00 True True Urban 123.00 31.7 never smoked True
856 Male 60.00 True True Urban 100.54 30.1 never smoked True
857 Male 79.00 True True Urban 106.68 30.8 never smoked True
858 Female 75.00 True True Urban 86.40 42.6 never smoked True
859 Female 69.00 True True Urban 61.81 37.1 Unknown True
860 Female 57.00 True True Rural 128.28 34.2 never smoked True
861 Female 47.00 True True Rural 204.63 43.4 never smoked True
862 Female 33.00 True True Urban 89.98 18.7 smokes True
863 Female 51.00 True True Urban 232.89 34.0 smokes True
864 Female 47.00 True True Rural 98.58 23.2 never smoked True
865 Male 15.00 True True Urban 57.94 41.7 Unknown True
866 Male 1.00 True True Rural 123.21 15.1 Unknown True
867 Female 20.00 True True Urban 76.34 20.6 smokes True
868 Male 6.00 True True Rural 92.98 18.9 Unknown True
869 Male 50.00 True True Rural 92.81 26.6 never smoked True
870 Male 31.00 True True Urban 85.16 30.1 smokes True
871 Female 15.00 True True Urban 90.10 32.1 never smoked True
872 Female 3.00 True True Urban 65.15 15.1 Unknown True
873 Male 30.00 True True Urban 104.62 33.5 smokes True
874 Male 24.00 True True Urban 59.28 43.2 never smoked True
875 Female 5.00 True True Urban 93.07 19.1 Unknown True
876 Male 33.00 True True Rural 77.42 26.1 Unknown True
877 Female 30.00 True True Rural 73.69 17.3 never smoked True
878 Male 66.00 True True Rural 74.90 32.1 never smoked True
879 Female 27.00 True True Urban 58.39 30.4 never smoked True
880 Male 21.00 True True Rural 102.05 29.9 never smoked True
881 Female 55.00 True True Rural 112.47 32.8 smokes True
882 Female 19.00 True True Rural 72.84 22.7 never smoked True
883 Male 75.00 True True Urban 195.03 28.7 formerly smoked True
884 Female 71.00 True True Urban 170.95 35.2 never smoked True
885 Female 16.00 True True Urban 87.98 22.4 never smoked True
886 Female 49.00 True True Rural 65.81 32.3 Unknown True
887 Female 10.00 True True Urban 124.60 18.6 Unknown True
888 Female 37.00 True True Rural 83.65 42.1 smokes True
889 Male 59.00 True True Rural 88.81 38.0 formerly smoked True
890 Female 7.00 True True Urban 86.75 22.3 Unknown True
891 Female 61.00 True True Rural 123.36 33.4 never smoked True
892 Male 34.00 True True Rural 89.68 23.2 smokes True
893 Female 9.00 True True Rural 69.87 18.0 Unknown True
894 Female 46.00 True True Rural 109.22 20.1 never smoked True
895 Male 0.88 True True Rural 157.57 19.2 Unknown True
896 Male 50.00 True True Urban 110.73 28.7 smokes True
897 Male 19.00 True True Urban 99.14 28.1 never smoked True
898 Female 21.00 True True Urban 59.15 22.6 never smoked True
899 Female 2.00 True True Rural 165.11 18.0 Unknown True
900 Female 37.00 True True Rural 77.44 21.4 formerly smoked True
901 Male 20.00 True True Rural 100.33 27.8 Unknown True
902 Male 50.00 True True Urban 57.93 27.6 Unknown True
903 Male 61.00 True True Rural 148.24 32.2 formerly smoked True
904 Male 48.00 True True Urban 91.96 24.9 Unknown True
905 Male 82.00 True True Rural 72.93 27.1 formerly smoked True
906 Male 64.00 True True Rural 84.27 24.6 Unknown True
907 Female 50.00 True True Rural 124.45 24.6 never smoked True
908 Male 1.40 True True Urban 90.51 18.9 Unknown True
909 Male 0.24 True True Rural 118.87 16.3 Unknown True
910 Male 55.00 True True Rural 56.42 31.8 never smoked True
911 Female 29.00 True True Urban 73.67 21.0 Unknown True
912 Male 4.00 True True Rural 89.11 20.1 Unknown True
913 Male 70.00 True True Rural 74.04 29.1 never smoked True
914 Male 35.00 True True Urban 145.23 32.3 never smoked True
915 Female 80.00 True True Rural 100.80 29.4 never smoked True
916 Male 39.00 True True Rural 72.49 44.9 formerly smoked True
917 Female 26.00 True True Urban 82.61 28.5 smokes True
918 Female 6.00 True True Rural 72.07 19.5 Unknown True
919 Female 41.00 True True Rural 79.85 45.0 Unknown True
920 Female 42.00 True True Rural 84.86 22.8 Unknown True
921 Male 9.00 True True Urban 131.89 25.5 Unknown True
922 Male 55.00 True True Urban 89.17 31.5 never smoked True
923 Male 71.00 True True Rural 227.91 31.6 formerly smoked True
924 Female 14.00 True True Urban 131.77 31.0 Unknown True
925 Female 77.00 True True Urban 102.01 29.5 Unknown True
926 Female 50.00 True True Urban 128.63 23.1 Unknown True
927 Male 49.00 True True Urban 144.10 30.7 smokes True
928 Female 51.00 True True Urban 143.15 44.7 formerly smoked True
929 Male 79.00 True True Rural 116.67 33.5 never smoked True
930 Female 63.00 True True Rural 85.60 25.9 Unknown True
931 Female 66.00 True True Urban 142.12 28.3 never smoked True
932 Female 20.00 True True Urban 100.81 26.8 Unknown True
933 Female 37.00 True True Urban 69.17 27.8 never smoked True
934 Male 22.00 True True Rural 58.38 36.0 never smoked True
935 Female 60.00 True True Urban 86.34 22.1 never smoked True
936 Male 39.00 True True Urban 95.44 38.4 never smoked True
937 Female 53.00 True True Urban 94.78 30.1 Unknown True
938 Female 55.00 True True Rural 109.59 26.2 formerly smoked True
939 Female 63.00 True True Rural 79.26 26.6 smokes True
940 Female 57.00 True True Urban 78.46 32.6 never smoked True
941 Male 82.00 True True Rural 85.29 27.0 never smoked True
942 Male 56.00 True True Rural 156.18 25.3 smokes True
943 Male 41.00 True True Urban 69.52 31.9 never smoked True
944 Female 8.00 True True Urban 65.32 18.4 Unknown True
945 Male 34.00 True True Urban 108.47 30.4 smokes True
946 Male 75.00 True True Urban 105.63 28.2 smokes True
947 Male 57.00 True True Urban 77.93 35.7 formerly smoked True
948 Female 72.00 True True Urban 95.20 35.0 never smoked True
949 Male 21.00 True True Rural 78.52 27.2 never smoked True
950 Female 51.00 True True Urban 114.89 23.0 never smoked True
951 Female 15.00 True True Rural 95.43 25.0 Unknown True
952 Female 24.00 True True Rural 84.08 24.5 Unknown True
953 Female 30.00 True True Rural 110.55 30.9 smokes True
954 Female 82.00 True True Urban 82.21 26.0 never smoked True
955 Female 62.00 True True Urban 82.38 27.2 formerly smoked True
956 Female 79.00 True True Urban 93.89 30.4 never smoked True
957 Female 19.00 True True Rural 75.08 21.7 Unknown True
958 Male 45.00 True True Urban 76.72 29.1 Unknown True
959 Female 5.00 True True Rural 84.93 17.6 Unknown True
960 Male 57.00 True True Urban 76.50 29.2 formerly smoked True
961 Female 31.00 True True Urban 65.47 28.1 never smoked True
962 Male 61.00 True True Urban 99.16 26.6 smokes True
963 Male 27.00 True True Rural 63.53 26.9 never smoked True
964 Female 61.00 True True Rural 78.65 36.2 formerly smoked True
965 Female 53.00 True True Urban 63.78 25.9 never smoked True
966 Female 76.00 True True Urban 77.52 40.9 formerly smoked True
967 Male 57.00 True True Rural 111.64 31.5 never smoked True
968 Male 9.00 True True Urban 97.84 23.3 Unknown True
969 Female 34.00 True True Urban 113.01 37.6 never smoked True
970 Male 51.00 True True Urban 56.48 39.8 never smoked True
971 Male 61.00 True True Rural 204.50 35.1 formerly smoked True
972 Female 19.00 True True Rural 96.02 21.9 never smoked True
973 Female 80.00 True True Rural 115.52 34.4 Unknown True
974 Female 13.00 True True Rural 60.69 24.0 smokes True
975 Male 55.00 True True Urban 93.67 29.3 Unknown True
976 Male 67.00 True True Urban 67.79 26.0 formerly smoked True
977 Female 30.00 True True Rural 56.07 31.3 never smoked True
978 Male 67.00 True True Rural 254.63 31.0 never smoked True
979 Female 82.00 True True Rural 96.63 26.5 Unknown True
980 Male 5.00 True True Rural 84.30 16.0 Unknown True
981 Female 81.00 True True Rural 246.34 21.1 never smoked True
982 Female 48.00 True True Rural 195.16 42.2 Unknown True
983 Female 66.00 True True Rural 93.34 27.7 never smoked True
984 Female 38.00 True True Urban 162.30 23.6 never smoked True
985 Male 8.00 True True Urban 106.40 18.3 Unknown True
986 Male 47.00 True True Urban 110.25 44.3 never smoked True
987 Male 27.00 True True Rural 69.70 27.3 never smoked True
988 Male 27.00 True True Urban 112.98 44.7 never smoked True
989 Female 36.00 True True Rural 82.47 33.1 smokes True
990 Female 50.00 True True Urban 75.88 30.0 never smoked True
991 Female 32.00 True True Urban 84.63 40.1 Unknown True
992 Female 58.00 True True Rural 109.56 23.1 never smoked True
993 Female 73.00 True True Rural 89.45 30.3 formerly smoked True
994 Female 62.00 True True Rural 91.65 30.5 never smoked True
995 Female 50.00 True True Urban 121.14 22.8 never smoked True
996 Female 51.00 True True Rural 87.77 42.0 Unknown True
997 Female 19.00 True True Rural 106.56 29.9 never smoked True
998 Female 30.00 True True Rural 93.88 24.0 formerly smoked True
999 Female 45.00 True True Rural 153.76 36.7 Unknown True
1000 Male 30.00 True True Urban 88.65 22.2 never smoked True
1001 Female 28.00 True True Urban 111.22 25.5 Unknown True
1002 Male 70.00 True True Urban 223.68 34.3 formerly smoked True
1003 Female 0.32 True True Rural 55.86 16.0 Unknown True
1004 Female 23.00 True True Rural 63.73 25.6 smokes True
1005 Male 18.00 True True Rural 103.94 23.3 never smoked True
1006 Male 41.00 True True Rural 92.49 41.6 Unknown True
1007 Male 52.00 True True Urban 229.20 35.6 formerly smoked True
1008 Female 77.00 True True Rural 75.06 22.0 Unknown True
1009 Male 34.00 True True Urban 85.57 26.8 Unknown True
1010 Female 67.00 True True Urban 68.61 31.9 never smoked True
1011 Male 1.64 True True Urban 56.30 19.7 Unknown True
1012 Female 59.00 True True Urban 65.98 31.1 Unknown True
1013 Male 62.00 True True Rural 204.57 34.4 Unknown True
1014 Male 47.00 True True Urban 64.99 33.2 never smoked True
1015 Female 22.00 True True Urban 73.40 21.6 never smoked True
1016 Male 33.00 True True Urban 82.83 25.4 Unknown True
1017 Female 27.00 True True Urban 93.55 41.6 never smoked True
1018 Female 44.00 True True Rural 90.40 33.1 formerly smoked True
1019 Female 18.00 True True Rural 98.10 21.8 never smoked True
1020 Male 47.00 True True Rural 142.02 30.0 Unknown True
1021 Female 66.00 True True Rural 251.46 35.2 smokes True
1022 Female 42.00 True True Rural 89.96 35.6 never smoked True
1023 Female 56.00 True True Urban 82.44 27.8 smokes True
1024 Female 69.00 True True Urban 80.85 29.3 formerly smoked True
1025 Female 65.00 True True Rural 220.52 37.2 smokes True
1026 Male 53.00 True True Urban 86.73 26.1 Unknown True
1027 Female 36.00 True True Urban 76.93 21.6 never smoked True
1028 Female 69.00 True True Urban 113.10 22.7 never smoked True
1029 Male 19.00 True True Rural 96.84 30.2 formerly smoked True
1030 Male 3.00 True True Urban 100.91 18.0 Unknown True
1031 Male 15.00 True True Urban 116.50 27.8 Unknown True
1032 Female 59.00 True True Rural 57.26 23.5 never smoked True
1033 Female 61.00 True True Urban 129.31 41.2 Unknown True
1034 Female 28.00 True True Rural 56.47 22.7 never smoked True
1035 Male 52.00 True True Urban 86.06 29.2 formerly smoked True
1036 Female 33.00 True True Rural 86.97 42.2 never smoked True
1037 Male 80.00 True True Urban 78.78 24.0 formerly smoked True
1038 Female 47.00 True True Rural 195.04 45.5 never smoked True
1039 Male 2.00 True True Rural 103.25 19.4 Unknown True
1040 Female 48.00 True True Rural 134.59 28.2 smokes True
1041 Male 1.56 True True Rural 93.74 20.1 Unknown True
1042 Female 26.00 True True Urban 90.66 27.2 Unknown True
1043 Male 62.00 True True Urban 91.68 26.5 Unknown True
1044 Male 1.72 True True Urban 75.79 17.6 Unknown True
1045 Female 38.00 True True Urban 91.68 42.8 formerly smoked True
1046 Female 28.00 True True Rural 106.68 29.3 never smoked True
1047 Female 67.00 True True Rural 82.31 21.3 never smoked True
1048 Male 57.00 True True Rural 90.06 29.8 Unknown True
1049 Female 40.00 True True Rural 65.47 24.1 smokes True
1050 Male 10.00 True True Rural 58.03 35.2 Unknown True
1051 Female 55.00 True True Rural 83.09 18.8 never smoked True
1052 Female 7.00 True True Urban 88.60 17.4 Unknown True
1053 Male 56.00 True True Urban 63.18 31.5 Unknown True
1054 Male 37.00 True True Rural 78.42 29.9 never smoked True
1055 Male 69.00 True True Urban 65.08 27.3 formerly smoked True
1056 Female 45.00 True True Urban 79.47 28.1 never smoked True
1057 Female 28.00 True True Rural 95.52 28.9 never smoked True
1058 Female 52.00 True True Urban 73.00 25.2 smokes True
1059 Male 46.00 True True Rural 138.07 24.3 never smoked True
1060 Male 45.00 True True Rural 86.99 37.9 never smoked True
1061 Female 21.00 True True Urban 112.07 28.2 never smoked True
1062 Male 4.00 True True Rural 105.76 18.4 Unknown True
1063 Female 45.00 True True Urban 55.67 23.1 smokes True
1064 Female 71.00 True True Urban 90.55 39.4 formerly smoked True
1065 Female 46.00 True True Rural 218.65 29.5 never smoked True
1066 Female 3.00 True True Rural 111.21 18.3 Unknown True
1067 Female 79.00 True True Urban 83.56 28.7 smokes True
1068 Female 71.00 True True Urban 116.76 32.9 formerly smoked True
1069 Male 74.00 True True Rural 83.50 26.7 Unknown True
1070 Female 52.00 True True Urban 69.30 20.1 never smoked True
1071 Female 49.00 True True Urban 67.55 17.6 formerly smoked True
1072 Female 32.00 True True Rural 80.28 43.7 never smoked True
1073 Male 62.00 True True Urban 211.49 41.1 Unknown True
1074 Female 78.00 True True Urban 67.96 26.8 Unknown True
1075 Female 48.00 True True Urban 99.29 31.2 never smoked True
1076 Male 18.00 True True Rural 140.52 27.4 never smoked True
1077 Female 80.00 True True Rural 75.62 25.1 smokes True
1078 Female 34.00 True True Rural 120.06 33.0 never smoked True
1079 Female 40.00 True True Rural 117.45 30.7 smokes True
1080 Female 59.00 True True Rural 224.71 42.9 never smoked True
1081 Female 11.00 True True Rural 122.75 14.3 Unknown True
1082 Female 35.00 True True Urban 82.39 33.2 never smoked True
1083 Female 29.00 True True Rural 57.02 43.0 formerly smoked True
1084 Male 23.00 True True Urban 115.98 22.3 never smoked True
1085 Female 59.00 True True Rural 226.11 32.8 formerly smoked True
1086 Female 44.00 True True Rural 97.59 30.5 smokes True
1087 Female 62.00 True True Rural 82.57 36.0 formerly smoked True
1088 Female 32.00 True True Urban 79.34 26.5 formerly smoked True
1089 Female 2.00 True True Rural 125.68 20.1 Unknown True
1090 Female 79.00 True True Urban 65.59 28.1 never smoked True
1091 Female 2.00 True True Urban 120.85 16.2 Unknown True
1092 Male 43.00 True True Urban 101.65 30.0 never smoked True
1093 Male 43.00 True True Urban 210.94 31.3 never smoked True
1094 Male 62.00 True True Rural 77.92 26.7 never smoked True
1095 Male 73.00 True True Rural 230.68 37.7 Unknown True
1096 Female 31.00 True True Urban 62.68 35.8 never smoked True
1097 Male 42.00 True True Urban 55.22 27.0 never smoked True
1098 Female 20.00 True True Rural 78.94 20.7 never smoked True
1099 Female 55.00 True True Rural 109.69 22.2 smokes True
1100 Female 23.00 True True Rural 79.33 41.5 never smoked True
1101 Female 33.00 True True Urban 79.91 33.5 never smoked True
1102 Female 14.00 True True Rural 84.46 21.8 Unknown True
1103 Female 79.00 True True Urban 68.40 22.1 formerly smoked True
1104 Male 64.00 True True Rural 78.43 30.2 smokes True
1105 Female 76.00 True True Urban 198.02 38.7 Unknown True
1106 Male 46.00 True True Urban 85.35 32.1 smokes True
1107 Male 80.00 True True Rural 204.17 41.3 formerly smoked True
1108 Male 21.00 True True Urban 82.71 20.1 formerly smoked True
1109 Female 33.00 True True Urban 121.19 22.1 never smoked True
1110 Female 32.00 True True Rural 106.02 24.9 smokes True
1111 Female 0.72 True True Urban 66.36 23.0 Unknown True
1112 Female 49.00 True True Urban 267.76 29.3 formerly smoked True
1113 Female 41.00 True True Rural 107.18 22.8 never smoked True
1114 Male 37.00 True True Rural 74.58 31.6 Unknown True
1115 Female 58.00 True True Urban 80.92 19.4 Unknown True
1116 Female 79.00 True True Rural 90.77 22.5 never smoked True
1117 Female 23.00 True True Rural 90.84 31.6 never smoked True
1118 Female 78.00 True True Rural 59.20 29.1 Unknown True
1119 Female 41.00 True True Urban 133.76 43.4 smokes True
1120 Male 68.00 True True Urban 61.36 26.5 formerly smoked True
1121 Female 30.00 True True Rural 118.62 29.7 Unknown True
1122 Male 1.88 True True Rural 77.91 21.8 Unknown True
1123 Female 32.00 True True Urban 68.98 23.4 formerly smoked True
1124 Female 20.00 True True Rural 112.08 23.0 never smoked True
1125 Male 20.00 True True Urban 96.20 21.5 never smoked True
1126 Male 10.00 True True Rural 93.11 14.6 Unknown True
1127 Male 8.00 True True Rural 115.54 28.5 Unknown True
1128 Male 65.00 True True Urban 88.57 29.0 smokes True
1129 Female 65.00 True True Urban 180.76 26.9 Unknown True
1130 Male 46.00 True True Urban 83.12 29.6 formerly smoked True
1131 Male 53.00 True True Urban 94.89 28.5 never smoked True
1132 Female 79.00 True True Rural 239.52 25.5 never smoked True
1133 Male 43.00 True True Rural 99.15 30.5 formerly smoked True
1134 Female 56.00 True True Urban 124.16 23.0 never smoked True
1135 Male 3.00 True True Rural 86.38 22.8 Unknown True
1136 Male 32.00 True True Rural 93.68 31.4 never smoked True
1137 Female 41.00 True True Rural 229.86 35.2 smokes True
1138 Male 53.00 True True Rural 78.73 23.3 never smoked True
1139 Male 67.00 True True Rural 93.71 31.2 formerly smoked True
1140 Female 33.00 True True Rural 76.66 24.8 never smoked True
1141 Female 21.00 True True Rural 112.38 25.8 Unknown True
1142 Female 26.00 True True Rural 89.30 48.4 smokes True
1143 Female 69.00 True True Rural 103.44 43.1 formerly smoked True
1144 Male 15.00 True True Rural 61.61 27.8 never smoked True
1145 Female 3.00 True True Rural 94.12 21.4 Unknown True
1146 Female 1.24 True True Urban 62.40 22.1 Unknown True
1147 Female 80.00 True True Urban 210.96 31.8 never smoked True
1148 Male 2.00 True True Urban 76.25 20.1 Unknown True
1149 Male 50.00 True True Urban 103.48 29.1 smokes True
1150 Female 30.00 True True Urban 96.42 22.6 Unknown True
1151 Male 15.00 True True Rural 78.59 25.1 Unknown True
1152 Female 71.00 True True Rural 195.25 33.3 never smoked True
1153 Male 4.00 True True Rural 103.76 15.9 Unknown True
1154 Male 2.00 True True Rural 68.52 20.8 Unknown True
1155 Male 11.00 True True Urban 92.17 19.5 Unknown True
1156 Female 45.00 True True Rural 81.02 39.0 never smoked True
1157 Male 22.00 True True Rural 94.33 23.1 never smoked True
1158 Male 63.00 True True Rural 78.43 18.8 never smoked True
1159 Female 25.00 True True Urban 82.77 36.3 Unknown True
1160 Male 49.00 True True Rural 88.13 32.8 never smoked True
1161 Male 39.00 True True Urban 102.77 35.8 smokes True
1162 Female 43.00 True True Rural 101.75 26.7 smokes True
1163 Male 67.00 True True Rural 113.34 26.3 formerly smoked True
1164 Male 48.00 True True Urban 63.33 26.5 smokes True
1165 Female 38.00 True True Urban 69.34 43.7 never smoked True
1166 Female 14.00 True True Rural 118.81 24.7 Unknown True
1167 Male 63.00 True True Urban 66.13 46.2 never smoked True
1168 Male 20.00 True True Urban 96.58 43.3 never smoked True
1169 Female 60.00 True True Urban 57.89 30.9 formerly smoked True
1170 Female 13.00 True True Rural 78.38 38.7 Unknown True
1171 Male 34.00 True True Urban 94.15 28.6 never smoked True
1172 Male 22.00 True True Urban 89.53 30.2 Unknown True
1173 Female 46.00 True True Urban 127.75 30.5 never smoked True
1174 Male 53.00 True True Rural 76.79 33.9 Unknown True
1175 Female 28.00 True True Rural 141.15 28.6 never smoked True
1176 Female 62.00 True True Urban 88.63 24.5 never smoked True
1177 Female 11.00 True True Urban 130.15 17.2 Unknown True
1178 Male 66.00 True True Urban 108.03 27.2 never smoked True
1179 Female 80.00 True True Rural 104.07 19.3 formerly smoked True
1180 Male 8.00 True True Urban 88.83 18.5 Unknown True
1181 Male 53.00 True True Rural 197.79 32.0 Unknown True
1182 Male 63.00 True True Urban 150.45 44.5 formerly smoked True
1183 Male 31.00 True True Rural 100.39 37.0 never smoked True
1184 Male 43.00 True True Rural 79.92 30.8 formerly smoked True
1185 Male 79.00 True True Urban 96.79 24.7 Unknown True
1186 Male 8.00 True True Rural 86.84 18.3 Unknown True
1187 Male 38.00 True True Rural 61.27 44.0 Unknown True
1188 Female 80.00 True True Rural 72.61 27.6 never smoked True
1189 Female 49.00 True True Rural 82.41 45.4 smokes True
1190 Female 50.00 True True Urban 74.72 28.5 never smoked True
1191 Male 13.00 True True Rural 57.37 17.6 Unknown True
1192 Male 73.00 True True Urban 88.34 27.5 never smoked True
1193 Male 60.00 True True Rural 101.34 32.8 never smoked True
1194 Male 44.00 True True Rural 119.01 29.5 never smoked True
1195 Female 79.00 True True Rural 71.98 36.4 never smoked True
1196 Female 5.00 True True Urban 84.91 26.1 Unknown True
1197 Female 51.00 True True Rural 91.63 35.3 Unknown True
1198 Male 5.00 True True Rural 145.71 18.1 Unknown True
1199 Female 65.00 True True Rural 167.31 27.1 never smoked True
1200 Female 81.00 True True Urban 63.65 23.0 Unknown True
1201 Male 44.00 True True Rural 87.49 26.6 never smoked True
1202 Female 25.00 True True Rural 92.82 24.1 never smoked True
1203 Male 49.00 True True Urban 72.20 30.3 formerly smoked True
1204 Male 80.00 True True Rural 181.23 32.2 formerly smoked True
1205 Female 22.00 True True Urban 63.37 26.5 never smoked True
1206 Female 61.00 True True Urban 74.82 30.6 never smoked True
1207 Female 3.00 True True Rural 97.60 25.8 Unknown True
1208 Male 50.00 True True Rural 93.04 41.9 smokes True
1209 Male 45.00 True True Rural 97.12 29.2 never smoked True
1210 Male 55.00 True True Rural 82.81 44.3 never smoked True
1211 Female 21.00 True True Urban 134.45 29.1 never smoked True
1212 Male 0.80 True True Rural 98.67 17.5 Unknown True
1213 Male 50.00 True True Urban 85.82 31.9 never smoked True
1214 Male 73.00 True True Rural 189.45 32.2 never smoked True
1215 Female 58.00 True True Rural 144.16 26.0 smokes True
1216 Male 30.00 True True Rural 82.56 25.4 formerly smoked True
1217 Male 57.00 True True Urban 67.97 27.9 never smoked True
1218 Female 77.00 True True Urban 71.70 32.8 never smoked True
1219 Female 29.00 True True Urban 72.02 34.0 formerly smoked True
1220 Female 46.00 True True Urban 61.81 25.5 Unknown True
1221 Female 40.00 True True Urban 103.09 35.6 Unknown True
1222 Male 29.00 True True Urban 73.75 28.3 never smoked True
1223 Female 37.00 True True Rural 156.70 36.9 never smoked True
1224 Female 35.00 True True Urban 70.87 22.1 formerly smoked True
1225 Male 54.00 True True Rural 138.47 31.5 never smoked True
1226 Female 56.00 True True Rural 64.66 26.7 formerly smoked True
1227 Female 26.00 True True Rural 91.88 24.9 formerly smoked True
1228 Female 75.00 True True Rural 74.79 32.4 never smoked True
1229 Female 44.00 True True Rural 78.18 32.2 never smoked True
1230 Male 63.00 True True Rural 77.82 30.3 Unknown True
1231 Female 17.00 True True Rural 112.23 28.7 never smoked True
1232 Male 46.00 True True Urban 178.76 24.1 never smoked True
1233 Female 47.00 True True Rural 121.43 25.3 never smoked True
1234 Female 50.00 True True Rural 94.22 24.8 never smoked True
1235 Male 76.00 True True Rural 197.58 34.8 formerly smoked True
1236 Male 47.00 True True Rural 86.37 39.2 smokes True
1237 Female 47.00 True True Urban 112.09 24.7 smokes True
1238 Male 49.00 True True Urban 199.96 28.6 never smoked True
1239 Male 71.00 True True Urban 85.33 27.7 never smoked True
1240 Female 65.00 True True Rural 86.33 33.1 never smoked True
1241 Female 40.00 True True Urban 80.47 27.3 smokes True
1242 Female 82.00 True True Urban 62.46 20.3 formerly smoked True
1243 Female 64.00 True True Rural 78.85 33.9 never smoked True
1244 Female 50.00 True True Rural 103.81 28.3 never smoked True
1245 Female 40.00 True True Urban 78.04 32.4 smokes True
1246 Female 74.00 True True Rural 94.67 19.7 Unknown True
1247 Female 30.00 True True Rural 62.25 33.7 never smoked True
1248 Male 68.00 True True Urban 155.17 35.5 never smoked True
1249 Male 6.00 True True Urban 83.28 20.0 Unknown True
1250 Male 4.00 True True Urban 132.41 16.3 Unknown True
1251 Female 60.00 True True Rural 62.78 36.4 Unknown True
1252 Female 59.00 True True Urban 89.96 28.1 Unknown True
1253 Female 72.00 True True Rural 103.25 26.9 formerly smoked True
1254 Female 62.00 True True Rural 126.99 29.4 formerly smoked True
1255 Female 13.00 True True Rural 102.27 17.2 never smoked True
1256 Male 72.00 True True Rural 113.63 26.5 Unknown True
1257 Male 1.08 True True Urban 86.09 19.5 Unknown True
1258 Male 35.00 True True Rural 108.08 30.6 formerly smoked True
1259 Male 54.00 True True Urban 108.34 31.9 never smoked True
1260 Male 40.00 True True Rural 56.07 26.6 never smoked True
1261 Female 3.00 True True Urban 82.91 19.9 Unknown True
1262 Male 2.00 True True Urban 94.75 18.0 Unknown True
1263 Male 41.00 True True Rural 101.79 26.7 Unknown True
1264 Female 61.00 True True Rural 88.41 25.3 formerly smoked True
1265 Male 58.00 True True Urban 101.05 31.4 Unknown True
1266 Male 17.00 True True Urban 85.07 21.1 never smoked True
1267 Female 64.00 True True Rural 108.10 17.9 never smoked True
1268 Female 32.00 True True Rural 93.17 27.5 smokes True
1269 Female 42.00 True True Urban 158.89 37.6 smokes True
1270 Male 39.00 True True Rural 205.77 24.1 never smoked True
1271 Female 10.00 True True Urban 112.34 18.1 Unknown True
1272 Female 78.00 True True Urban 119.03 31.0 never smoked True
1273 Female 68.00 True True Urban 237.21 26.6 smokes True
1274 Female 24.00 True True Urban 89.68 38.7 never smoked True
1275 Male 59.00 True True Rural 246.53 27.2 formerly smoked True
1276 Female 45.00 True True Urban 89.05 27.8 formerly smoked True
1277 Male 12.00 True True Rural 81.74 28.3 Unknown True
1278 Female 37.00 True True Rural 98.12 27.5 never smoked True
1279 Female 43.00 True True Rural 105.59 43.3 smokes True
1280 Male 12.00 True True Rural 86.00 20.1 formerly smoked True
1281 Male 13.00 True True Urban 65.51 25.9 Unknown True
1282 Male 74.00 True True Urban 61.78 25.8 Unknown True
1283 Female 2.00 True True Rural 109.56 16.4 Unknown True
1284 Female 59.00 True True Urban 65.82 29.4 never smoked True
1285 Female 21.00 True True Urban 90.16 28.9 smokes True
1286 Female 55.00 True True Urban 64.45 26.7 never smoked True
1287 Female 14.00 True True Urban 91.85 27.8 never smoked True
1288 Female 53.00 True True Rural 97.89 38.7 formerly smoked True
1289 Male 75.00 True True Rural 206.33 26.8 never smoked True
1290 Male 37.00 True True Rural 74.29 36.1 never smoked True
1291 Female 49.00 True True Rural 107.40 26.7 smokes True
1292 Male 55.00 True True Urban 87.72 27.0 Unknown True
1293 Male 57.00 True True Rural 85.99 21.2 Unknown True
1294 Female 45.00 True True Urban 100.84 21.0 never smoked True
1295 Male 46.00 True True Urban 124.61 37.4 Unknown True
1296 Female 12.00 True True Urban 86.55 26.5 Unknown True
1297 Male 12.00 True True Rural 90.42 28.9 Unknown True
1298 Female 77.00 True True Rural 100.85 29.5 smokes True
1299 Male 6.00 True True Urban 87.74 17.7 Unknown True
1300 Male 76.00 True True Rural 80.15 34.9 formerly smoked True
1301 Female 52.00 True True Urban 107.29 28.1 never smoked True
1302 Male 62.00 True True Urban 206.98 36.8 smokes True
1303 Male 82.00 True True Rural 227.28 33.3 never smoked True
1304 Male 69.00 True True Rural 80.43 29.2 Unknown True
1305 Male 78.00 True True Urban 228.70 34.0 Unknown True
1306 Male 37.00 True True Urban 120.07 33.9 smokes True
1307 Female 50.00 True True Rural 93.47 28.7 never smoked True
1308 Female 41.00 True True Urban 80.77 21.1 never smoked True
1309 Male 54.00 True True Rural 150.27 38.2 smokes True
1310 Male 43.00 True True Urban 81.94 27.7 smokes True
1311 Female 37.00 True True Urban 70.75 35.8 Unknown True
1312 Male 9.00 True True Urban 83.83 27.1 Unknown True
1313 Female 11.00 True True Urban 73.66 20.5 never smoked True
1314 Male 56.00 True True Urban 102.37 35.6 never smoked True
1315 Female 5.00 True True Rural 77.83 15.6 Unknown True
1316 Female 17.00 True True Urban 70.01 43.0 Unknown True
1317 Female 6.00 True True Rural 119.88 17.8 Unknown True
1318 Female 57.00 True True Rural 169.97 25.8 never smoked True
1319 Male 18.00 True True Rural 123.79 20.5 Unknown True
1320 Male 2.00 True True Urban 80.98 19.9 Unknown True
1321 Female 76.00 True True Rural 84.21 24.4 never smoked True
1322 Male 1.00 True True Urban 101.31 18.3 Unknown True
1323 Male 54.00 True True Urban 86.26 35.1 formerly smoked True
1324 Female 45.00 True True Urban 92.86 35.1 formerly smoked True
1325 Female 54.00 True True Urban 140.28 37.1 formerly smoked True
1326 Male 67.00 True True Rural 244.28 29.4 formerly smoked True
1327 Male 53.00 True True Urban 124.16 31.7 never smoked True
1328 Male 47.00 True True Rural 93.55 31.4 never smoked True
1329 Male 44.00 True True Urban 99.34 33.1 never smoked True
1330 Male 65.00 True True Urban 59.87 28.5 smokes True
1331 Female 40.00 True True Rural 72.76 24.0 formerly smoked True
1332 Female 3.00 True True Rural 68.34 18.0 Unknown True
1333 Male 81.00 True True Urban 61.10 27.6 smokes True
1334 Female 24.00 True True Rural 120.77 16.9 never smoked True
1335 Male 9.00 True True Rural 60.39 16.4 Unknown True
1336 Female 52.00 True True Urban 126.34 35.1 never smoked True
1337 Female 63.00 True True Rural 93.24 28.8 never smoked True
1338 Female 78.00 True True Rural 154.75 17.6 never smoked True
1339 Female 22.00 True True Rural 62.81 21.3 never smoked True
1340 Female 2.00 True True Rural 65.96 19.7 Unknown True
1341 Female 79.00 True True Rural 79.53 37.3 never smoked True
1342 Female 49.00 True True Rural 96.85 35.5 never smoked True
1343 Female 74.00 True True Urban 251.99 25.5 never smoked True
1344 Male 62.00 True True Rural 115.13 30.0 smokes True
1345 Male 16.00 True True Urban 102.30 21.9 Unknown True
1346 Male 62.00 True True Urban 78.99 45.5 never smoked True
1347 Female 50.00 True True Rural 68.80 34.9 never smoked True
1348 Female 49.00 True True Rural 83.84 19.3 formerly smoked True
1349 Male 24.00 True True Urban 94.66 32.1 formerly smoked True
1350 Female 21.00 True True Rural 107.98 26.9 never smoked True
1351 Female 22.00 True True Urban 135.64 19.5 never smoked True
1352 Male 13.00 True True Urban 92.65 31.7 never smoked True
1353 Female 21.00 True True Rural 121.11 21.0 Unknown True
1354 Male 8.00 True True Urban 107.69 20.3 Unknown True
1355 Female 16.00 True True Rural 70.15 21.5 Unknown True
1356 Male 18.00 True True Urban 83.02 40.4 Unknown True
1357 Male 68.00 True True Urban 222.29 30.1 never smoked True
1358 Male 49.00 True True Urban 139.43 40.2 formerly smoked True
1359 Female 80.00 True True Urban 213.11 34.7 never smoked True
1360 Male 31.00 True True Rural 77.23 25.9 smokes True
1361 Female 25.00 True True Urban 58.48 23.7 never smoked True
1362 Female 39.00 True True Rural 87.33 34.3 never smoked True
1363 Male 35.00 True True Rural 102.34 34.3 never smoked True
1364 Female 71.00 True True Rural 151.30 26.3 never smoked True
1365 Female 71.00 True True Urban 144.23 22.1 formerly smoked True
1366 Female 40.00 True True Rural 110.60 33.3 formerly smoked True
1367 Female 41.00 True True Urban 80.28 37.3 never smoked True
1368 Male 2.00 True True Rural 111.02 20.5 Unknown True
1369 Female 3.00 True True Rural 114.88 19.1 Unknown True
1370 Male 53.00 True True Urban 227.51 34.7 formerly smoked True
1371 Male 1.88 True True Urban 111.65 16.3 Unknown True
1372 Male 60.00 True True Urban 201.01 28.0 never smoked True
1373 Female 5.00 True True Urban 129.01 17.2 Unknown True
1374 Female 30.00 True True Rural 124.08 41.1 Unknown True
1375 Female 49.00 True True Rural 107.91 25.0 Unknown True
1376 Male 68.00 True True Rural 95.40 27.5 never smoked True
1377 Female 23.00 True True Rural 65.90 21.5 never smoked True
1378 Male 2.00 True True Urban 78.98 15.1 Unknown True
1379 Male 24.00 True True Rural 111.33 29.6 formerly smoked True
1380 Female 41.00 True True Rural 104.36 30.2 never smoked True
1381 Female 63.00 True True Urban 123.87 34.9 Unknown True
1382 Male 64.00 True True Rural 210.00 30.7 formerly smoked True
1383 Male 38.00 True True Rural 86.86 36.5 Unknown True
1384 Female 1.24 True True Rural 113.96 21.5 Unknown True
1385 Female 38.00 True True Rural 81.28 33.2 smokes True
1386 Female 27.00 True True Rural 78.05 22.3 never smoked True
1387 Male 42.00 True True Urban 86.07 27.3 Unknown True
1388 Male 46.00 True True Rural 59.05 28.3 formerly smoked True
1389 Male 67.00 True True Rural 95.88 31.9 Unknown True
1390 Female 34.00 True True Rural 70.18 24.9 Unknown True
1391 Male 51.00 True True Rural 111.13 32.7 formerly smoked True
1392 Female 77.00 True True Urban 79.30 26.4 Unknown True
1393 Female 30.00 True True Urban 65.84 24.8 smokes True
1394 Female 81.00 True True Rural 123.49 30.7 smokes True
1395 Female 12.00 True True Rural 207.45 25.4 smokes True
1396 Male 18.00 True True Rural 143.45 32.0 smokes True
1397 Female 35.00 True True Rural 89.11 24.4 never smoked True
1398 Female 82.00 True True Rural 58.30 20.4 never smoked True
1399 Male 53.00 True True Urban 78.68 29.5 never smoked True
1400 Male 75.00 True True Urban 98.91 24.4 never smoked True
1401 Female 32.00 True True Rural 67.92 22.8 smokes True
1402 Female 27.00 True True Rural 73.00 20.0 never smoked True
1403 Male 56.00 True True Rural 97.50 36.3 formerly smoked True
1404 Male 71.00 True True Urban 108.43 32.8 smokes True
1405 Male 78.00 True True Urban 90.43 34.4 formerly smoked True
1406 Female 44.00 True True Urban 76.30 30.5 never smoked True
1407 Male 62.00 True True Rural 121.27 29.7 smokes True
1408 Male 27.00 True True Urban 119.67 36.9 Unknown True
1409 Female 42.00 True True Urban 226.93 34.2 smokes True
1410 Female 66.00 True True Rural 76.11 37.0 Unknown True
1411 Female 82.00 True True Urban 253.16 47.5 Unknown True
1412 Female 49.00 True True Urban 101.02 24.2 smokes True
1413 Female 77.00 True True Rural 238.53 30.6 never smoked True
1414 Female 54.00 True True Urban 207.79 38.6 never smoked True
1415 Female 38.00 True True Rural 196.20 32.8 never smoked True
1416 Female 55.00 True True Urban 231.76 42.9 never smoked True
1417 Female 13.00 True True Rural 93.30 25.9 Unknown True
1418 Female 45.00 True True Urban 110.47 24.7 smokes True
1419 Female 54.00 True True Rural 77.52 35.8 never smoked True
1420 Female 51.00 True True Rural 216.92 31.2 Unknown True
1421 Female 47.00 True True Urban 157.01 26.1 smokes True
1422 Male 25.00 True True Urban 93.51 30.8 never smoked True
1423 Male 61.00 True True Rural 102.54 40.5 never smoked True
1424 Female 55.00 True True Rural 87.78 25.2 formerly smoked True
1425 Female 23.00 True True Urban 126.67 28.7 smokes True
1426 Male 59.00 True True Rural 194.98 30.4 Unknown True
1427 Male 4.00 True True Rural 99.96 15.2 Unknown True
1428 Male 65.00 True True Urban 58.87 36.6 never smoked True
1429 Female 50.00 True True Urban 77.67 34.5 Unknown True
1430 Male 42.00 True True Urban 83.14 23.7 never smoked True
1431 Male 51.00 True True Urban 69.18 35.7 smokes True
1432 Male 66.00 True True Rural 218.54 38.9 smokes True
1433 Female 22.00 True True Urban 71.22 40.0 never smoked True
1434 Male 5.00 True True Urban 82.41 18.4 Unknown True
1435 Male 19.00 True True Rural 82.07 29.0 never smoked True
1436 Female 47.00 True True Urban 73.00 20.6 never smoked True
1437 Male 12.00 True True Rural 127.25 28.2 Unknown True
1438 Female 26.00 True True Rural 108.20 26.2 never smoked True
1439 Male 62.00 True True Urban 123.95 34.8 formerly smoked True
1440 Female 81.00 True True Urban 58.71 34.5 never smoked True
1441 Male 63.00 True True Rural 98.46 30.6 never smoked True
1442 Male 8.00 True True Rural 133.63 18.8 Unknown True
1443 Male 76.00 True True Rural 101.43 29.1 Unknown True
1444 Female 44.00 True True Rural 65.30 22.1 smokes True
1445 Female 65.00 True True Urban 72.49 28.9 smokes True
1446 Female 54.00 True True Urban 65.49 34.7 Unknown True
1447 Female 24.00 True True Urban 63.40 20.3 smokes True
1448 Female 65.00 True True Rural 105.29 25.1 formerly smoked True
1449 Male 12.00 True True Urban 64.08 18.2 Unknown True
1450 Female 33.00 True True Urban 78.34 25.5 never smoked True
1451 Female 74.00 True True Rural 66.32 34.4 formerly smoked True
1452 Female 18.00 True True Rural 168.15 48.5 never smoked True
1453 Female 77.00 True True Rural 93.48 25.2 formerly smoked True
1454 Male 48.00 True True Urban 79.20 32.5 never smoked True
1455 Male 52.00 True True Rural 107.45 42.1 formerly smoked True
1456 Male 23.00 True True Rural 83.86 19.5 never smoked True
1457 Male 25.00 True True Rural 119.96 27.7 never smoked True
1458 Female 44.00 True True Rural 70.58 25.1 never smoked True
1459 Female 78.00 True True Rural 87.70 29.6 never smoked True
1460 Female 37.00 True True Urban 65.29 32.9 never smoked True
1461 Male 67.00 True True Urban 110.68 25.1 formerly smoked True
1462 Female 41.00 True True Urban 91.93 24.7 smokes True
1463 Male 2.00 True True Urban 88.54 17.5 Unknown True
1464 Female 75.00 True True Urban 183.00 20.8 Unknown True
1465 Female 17.00 True True Rural 115.93 23.3 never smoked True
1466 Female 13.00 True True Urban 99.13 22.8 Unknown True
1467 Female 25.00 True True Rural 69.24 26.6 never smoked True
1468 Female 57.00 True True Rural 102.28 25.5 never smoked True
1469 Male 31.00 True True Urban 71.31 25.8 never smoked True
1470 Male 61.00 True True Rural 89.75 25.4 never smoked True
1471 Female 15.00 True True Urban 81.11 20.2 Unknown True
1472 Male 47.00 True True Urban 178.33 27.7 never smoked True
1473 Female 68.00 True True Rural 81.38 23.1 Unknown True
1474 Male 0.40 True True Urban 109.56 14.3 Unknown True
1475 Female 40.00 True True Rural 70.45 23.3 smokes True
1476 Female 62.00 True True Rural 73.44 23.4 Unknown True
1477 Female 45.00 True True Urban 146.44 22.8 formerly smoked True
1478 Female 47.00 True True Urban 65.04 30.9 never smoked True
1479 Female 35.00 True True Rural 151.25 28.4 Unknown True
1480 Male 51.00 True True Rural 106.41 41.9 smokes True
1481 Male 60.00 True True Urban 197.09 34.3 Unknown True
1482 Male 59.00 True True Urban 93.58 25.1 smokes True
1483 Female 18.00 True True Rural 80.06 31.8 Unknown True
1484 Female 81.00 True True Urban 84.93 31.8 Unknown True
1485 Male 15.00 True True Urban 68.40 23.0 never smoked True
1486 Female 73.00 True True Urban 62.99 25.4 formerly smoked True
1487 Female 0.08 True True Urban 139.67 14.1 Unknown True
1488 Male 53.00 True True Urban 113.40 35.1 smokes True
1489 Male 45.00 True True Urban 101.92 26.9 Unknown True
1490 Male 70.00 True True Urban 65.98 33.0 formerly smoked True
1491 Male 56.00 True True Urban 84.30 22.1 Unknown True
1492 Female 7.00 True True Urban 61.42 20.8 Unknown True
1493 Female 66.00 True True Rural 85.52 30.0 never smoked True
1494 Female 53.00 True True Urban 83.79 44.0 Unknown True
1495 Female 20.00 True True Urban 73.83 16.6 Unknown True
1496 Female 15.00 True True Rural 69.38 28.4 never smoked True
1497 Male 51.00 True True Urban 66.11 26.3 never smoked True
1498 Male 34.00 True True Urban 149.62 39.4 formerly smoked True
1499 Female 33.00 True True Urban 242.84 15.7 smokes True
1500 Female 53.00 True True Urban 202.66 34.1 smokes True
1501 Male 69.00 True True Rural 216.90 29.8 formerly smoked True
1502 Female 28.00 True True Urban 103.78 23.6 Unknown True
1503 Female 81.00 True True Rural 114.88 18.3 formerly smoked True
1504 Female 20.00 True True Urban 75.94 28.3 never smoked True
1505 Female 1.48 True True Rural 55.51 18.5 Unknown True
1506 Male 2.00 True True Rural 93.74 18.4 Unknown True
1507 Male 77.00 True True Urban 71.44 24.1 smokes True
1508 Female 38.00 True True Urban 58.29 25.5 formerly smoked True
1509 Male 23.00 True True Urban 115.83 25.3 never smoked True
1510 Female 67.00 True True Urban 102.71 39.9 formerly smoked True
1511 Male 59.00 True True Urban 99.69 28.8 smokes True
1512 Female 41.00 True True Rural 102.89 37.2 formerly smoked True
1513 Male 41.00 True True Rural 87.34 34.3 formerly smoked True
1514 Male 54.00 True True Rural 109.51 29.0 never smoked True
1515 Female 25.00 True True Urban 78.59 37.2 never smoked True
1516 Female 6.00 True True Urban 78.26 19.4 Unknown True
1517 Male 21.00 True True Rural 105.47 26.2 never smoked True
1518 Female 32.00 True True Urban 68.19 21.1 never smoked True
1519 Female 64.00 True True Rural 114.47 31.6 smokes True
1520 Male 70.00 True True Urban 66.85 29.3 Unknown True
1521 Male 44.00 True True Rural 94.71 28.4 smokes True
1522 Female 60.00 True True Urban 208.05 35.3 smokes True
1523 Female 56.00 True True Rural 222.60 40.1 smokes True
1524 Male 53.00 True True Urban 80.81 39.0 formerly smoked True
1525 Male 59.00 True True Rural 64.51 31.5 never smoked True
1526 Female 53.00 True True Urban 151.56 28.5 Unknown True
1527 Male 63.00 True True Urban 199.14 28.5 never smoked True
1528 Female 63.00 True True Urban 109.65 28.6 formerly smoked True
1529 Female 52.00 True True Rural 69.11 35.2 never smoked True
1530 Female 62.00 True True Urban 114.41 32.5 never smoked True
1531 Female 68.00 True True Urban 103.46 35.9 never smoked True
1532 Female 36.00 True True Rural 95.36 25.1 never smoked True
1533 Female 3.00 True True Urban 57.33 16.8 Unknown True
1534 Female 40.00 True True Rural 191.48 27.9 smokes True
1535 Female 8.00 True True Rural 71.63 16.3 Unknown True
1536 Female 65.00 True True Urban 84.75 21.4 Unknown True
1537 Female 28.00 True True Rural 89.24 32.7 formerly smoked True
1538 Female 40.00 True True Urban 70.13 23.6 never smoked True
1539 Female 65.00 True True Urban 82.26 19.8 formerly smoked True
1540 Male 58.00 True True Urban 200.16 33.1 never smoked True
1541 Male 44.00 True True Urban 80.73 28.1 smokes True
1542 Female 54.00 True True Urban 75.09 38.9 formerly smoked True
1543 Female 79.00 True True Urban 80.57 23.8 never smoked True
1544 Female 62.00 True True Rural 77.04 33.8 formerly smoked True
1545 Male 37.00 True True Urban 145.26 26.7 Unknown True
1546 Male 63.00 True True Urban 82.08 32.2 formerly smoked True
1547 Female 27.00 True True Rural 103.35 28.1 formerly smoked True
1548 Male 6.00 True True Urban 97.46 21.3 Unknown True
1549 Female 30.00 True True Urban 123.65 44.0 smokes True
1550 Female 15.00 True True Urban 87.96 21.5 formerly smoked True
1551 Female 50.00 True True Urban 85.92 37.3 smokes True
1552 Female 32.00 True True Urban 80.80 44.8 never smoked True
1553 Female 33.00 True True Rural 99.30 21.4 never smoked True
1554 Male 62.00 True True Rural 62.56 32.3 never smoked True
1555 Male 82.00 True True Urban 144.20 35.4 smokes True
1556 Female 71.00 True True Urban 71.38 19.7 never smoked True
1557 Female 20.00 True True Urban 95.50 31.3 Unknown True
1558 Female 44.00 True True Urban 67.06 35.5 never smoked True
1559 Male 57.00 True True Rural 70.16 25.8 formerly smoked True
1560 Female 50.00 True True Urban 104.24 32.8 Unknown True
1561 Male 50.00 True True Rural 122.48 35.9 smokes True
1562 Female 44.00 True True Urban 215.90 41.8 smokes True
1563 Female 47.00 True True Rural 108.56 27.3 formerly smoked True
1564 Male 35.00 True True Urban 69.88 27.7 Unknown True
1565 Male 3.00 True True Rural 65.85 17.0 Unknown True
1566 Female 29.00 True True Rural 60.74 20.0 never smoked True
1567 Male 36.00 True True Rural 233.52 40.9 never smoked True
1568 Female 19.00 True True Urban 110.70 38.5 never smoked True
1569 Female 41.00 True True Rural 78.93 30.9 formerly smoked True
1570 Female 23.00 True True Urban 124.50 33.4 Unknown True
1571 Male 14.00 True True Urban 57.95 17.1 Unknown True
1572 Male 35.00 True True Rural 92.82 28.6 Unknown True
1573 Male 45.00 True True Rural 58.25 24.0 smokes True
1574 Female 52.00 True True Rural 213.54 32.0 never smoked True
1575 Male 19.00 True True Urban 74.86 28.4 never smoked True
1576 Female 21.00 True True Urban 78.35 20.3 Unknown True
1577 Male 8.00 True True Urban 101.26 33.8 Unknown True
1578 Female 35.00 True True Urban 86.87 43.2 Unknown True
1579 Female 33.00 True True Rural 124.01 22.7 Unknown True
1580 Female 53.00 True True Urban 83.41 29.9 never smoked True
1581 Female 31.00 True True Rural 70.65 29.9 Unknown True
1582 Female 43.00 True True Rural 92.40 22.7 Unknown True
1583 Female 61.00 True True Urban 73.36 16.1 never smoked True
1584 Female 57.00 True True Urban 219.50 33.8 formerly smoked True
1585 Male 11.00 True True Rural 105.73 22.6 never smoked True
1586 Male 36.00 True True Rural 83.79 25.5 smokes True
1587 Female 16.00 True True Urban 58.02 22.5 Unknown True
1588 Female 60.00 True True Rural 61.94 27.9 formerly smoked True
1589 Male 13.00 True True Rural 99.71 23.5 Unknown True
1590 Female 69.00 True True Rural 63.19 32.2 never smoked True
1591 Female 22.00 True True Urban 56.84 29.9 smokes True
1592 Male 63.00 True True Rural 217.66 28.7 formerly smoked True
1593 Female 45.00 True True Rural 77.19 37.2 smokes True
1594 Male 58.00 True True Rural 76.22 22.2 formerly smoked True
1595 Male 61.00 True True Rural 155.32 26.6 formerly smoked True
1596 Female 30.00 True True Urban 70.67 24.6 smokes True
1597 Female 78.00 True True Urban 227.16 41.7 never smoked True
1598 Female 68.00 True True Rural 58.69 26.2 formerly smoked True
1599 Female 16.00 True True Urban 88.85 27.1 Unknown True
1600 Female 38.00 True True Urban 137.94 41.8 never smoked True
1601 Female 39.00 True True Urban 60.60 34.2 never smoked True
1602 Female 51.00 True True Rural 93.67 19.2 never smoked True
1603 Male 37.00 True True Urban 79.56 25.2 never smoked True
1604 Male 16.00 True True Rural 122.46 18.7 never smoked True
1605 Male 39.00 True True Urban 92.32 43.0 never smoked True
1606 Male 24.00 True True Rural 80.63 28.2 smokes True
1607 Male 51.00 True True Urban 92.32 34.7 smokes True
1608 Female 50.00 True True Urban 59.89 25.5 never smoked True
1609 Female 27.00 True True Urban 80.57 39.8 smokes True
1610 Female 73.00 True True Urban 88.52 20.8 formerly smoked True
1611 Female 65.00 True True Urban 88.82 28.2 formerly smoked True
1612 Female 76.00 True True Rural 102.08 31.0 smokes True
1613 Female 53.00 True True Rural 84.90 21.6 never smoked True
1614 Female 65.00 True True Urban 82.21 26.2 Unknown True
1615 Male 31.00 True True Urban 74.05 26.0 Unknown True
1616 Male 1.72 True True Urban 90.46 22.5 Unknown True
1617 Female 45.00 True True Rural 176.48 24.0 formerly smoked True
1618 Male 56.00 True True Urban 94.07 31.5 never smoked True
1619 Male 62.00 True True Urban 85.12 36.3 formerly smoked True
1620 Female 35.00 True True Urban 71.81 25.4 Unknown True
1621 Male 16.00 True True Rural 111.93 32.2 never smoked True
1622 Female 31.00 True True Urban 94.40 39.8 Unknown True
1623 Male 5.00 True True Urban 70.00 18.6 Unknown True
1624 Male 26.00 True True Rural 95.57 30.7 smokes True
1625 Male 10.00 True True Urban 91.98 16.4 Unknown True
1626 Female 22.00 True True Urban 66.29 20.5 smokes True
1627 Female 82.00 True True Rural 211.88 28.7 never smoked True
1628 Female 50.00 True True Rural 76.55 29.0 smokes True
1629 Female 47.00 True True Urban 56.67 24.4 never smoked True
1630 Male 31.00 True True Rural 100.52 29.9 Unknown True
1631 Male 22.00 True True Rural 58.96 25.3 Unknown True
1632 Female 12.00 True True Rural 81.66 23.5 formerly smoked True
1633 Female 63.00 True True Rural 96.77 20.5 never smoked True
1634 Female 78.00 True True Rural 91.63 33.5 smokes True
1635 Male 4.00 True True Urban 97.51 22.0 Unknown True
1636 Male 76.00 True True Rural 225.60 29.0 never smoked True
1637 Female 81.00 True True Rural 210.23 30.7 never smoked True
1638 Female 39.00 True True Urban 92.82 37.4 never smoked True
1639 Male 2.00 True True Rural 65.67 16.6 Unknown True
1640 Female 37.00 True True Urban 74.51 29.5 Unknown True
1641 Female 78.00 True True Rural 81.99 27.3 formerly smoked True
1642 Female 75.00 True True Urban 87.69 27.5 formerly smoked True
1643 Male 34.00 True True Rural 125.29 33.9 never smoked True
1644 Female 48.00 True True Rural 111.64 27.9 Unknown True
1645 Male 54.00 True True Urban 89.93 32.1 never smoked True
1646 Male 13.00 True True Rural 137.45 18.2 Unknown True
1647 Female 24.00 True True Rural 72.06 30.2 formerly smoked True
1648 Female 76.00 True True Rural 97.90 31.3 formerly smoked True
1649 Male 1.00 True True Urban 84.85 20.3 Unknown True
1650 Male 57.00 True True Rural 230.59 23.2 formerly smoked True
1651 Male 46.00 True True Rural 92.81 30.8 Unknown True
1652 Female 26.00 True True Urban 168.15 22.9 never smoked True
1653 Female 56.00 True True Urban 224.63 42.8 never smoked True
1654 Male 34.00 True True Urban 108.12 22.2 Unknown True
1655 Male 25.00 True True Rural 85.17 28.7 smokes True
1656 Male 60.00 True True Urban 84.14 32.3 never smoked True
1657 Male 22.00 True True Rural 85.57 24.2 formerly smoked True
1658 Male 35.00 True True Urban 82.81 23.9 never smoked True
1659 Male 48.00 True True Urban 110.53 34.2 never smoked True
1660 Female 38.00 True True Rural 61.88 29.0 Unknown True
1661 Female 12.00 True True Urban 85.04 29.9 never smoked True
1662 Female 22.00 True True Urban 140.40 23.0 smokes True
1663 Female 0.64 True True Urban 62.27 17.3 Unknown True
1664 Male 13.00 True True Rural 99.44 21.0 never smoked True
1665 Female 78.00 True True Rural 88.90 34.3 Unknown True
1666 Female 23.00 True True Urban 64.10 19.8 Unknown True
1667 Female 35.00 True True Urban 97.58 24.3 Unknown True
1668 Female 78.00 True True Rural 58.66 16.4 never smoked True
1669 Male 50.00 True True Urban 88.24 32.6 Unknown True
1670 Male 61.00 True True Urban 61.32 23.7 smokes True
1671 Male 43.00 True True Rural 62.99 27.0 formerly smoked True
1672 Male 60.00 True True Urban 86.04 25.6 smokes True
1673 Female 51.00 True True Rural 83.30 34.0 formerly smoked True
1674 Female 21.00 True True Urban 208.17 24.9 never smoked True
1675 Male 16.00 True True Rural 133.20 26.3 Unknown True
1676 Female 25.00 True True Rural 81.54 43.1 Unknown True
1677 Female 36.00 True True Rural 146.61 39.6 never smoked True
1678 Female 8.00 True True Urban 79.33 15.2 Unknown True
1679 Female 48.00 True True Rural 84.56 41.8 never smoked True
1680 Male 14.00 True True Rural 103.44 20.1 never smoked True
1681 Female 60.00 True True Urban 185.31 39.3 never smoked True
1682 Male 61.00 True True Urban 102.53 28.3 formerly smoked True
1683 Female 60.00 True True Urban 65.78 27.5 Unknown True
1684 Male 56.00 True True Rural 62.60 33.9 never smoked True
1685 Female 9.00 True True Rural 81.18 20.0 Unknown True
1686 Female 45.00 True True Rural 76.68 34.8 smokes True
1687 Male 14.00 True True Urban 92.86 20.7 formerly smoked True
1688 Male 37.00 True True Urban 90.95 24.6 smokes True
1689 Female 52.00 True True Urban 85.66 39.4 never smoked True
1690 Female 47.00 True True Rural 68.37 29.4 smokes True
1691 Female 82.00 True True Urban 77.32 24.8 Unknown True
1692 Male 64.00 True True Rural 187.87 32.3 never smoked True
1693 Male 12.00 True True Rural 213.87 25.3 never smoked True
1694 Female 79.00 True True Rural 119.62 39.0 Unknown True
1695 Male 77.00 True True Urban 222.85 29.4 formerly smoked True
1696 Female 25.00 True True Rural 100.82 31.9 Unknown True
1697 Female 26.00 True True Rural 136.10 26.4 Unknown True
1698 Male 14.00 True True Rural 149.42 20.6 Unknown True
1699 Female 42.00 True True Rural 79.99 26.3 never smoked True
1700 Male 37.00 True True Rural 118.21 23.6 Unknown True
1701 Male 8.00 True True Rural 56.30 18.0 Unknown True
1702 Female 78.00 True True Rural 84.49 26.4 never smoked True
1703 Male 18.00 True True Rural 89.61 22.0 never smoked True
1704 Male 78.00 True True Rural 100.09 30.5 Unknown True
1705 Female 55.00 True True Urban 198.36 29.1 smokes True
1706 Female 68.00 True True Rural 93.61 24.9 never smoked True
1707 Female 47.00 True True Rural 75.43 36.4 smokes True
1708 Female 47.00 True True Urban 100.31 31.2 smokes True
1709 Female 51.00 True True Rural 105.63 32.8 never smoked True
1710 Male 43.00 True True Rural 82.84 31.6 never smoked True
1711 Female 78.00 True True Urban 58.88 35.8 Unknown True
1712 Male 63.00 True True Urban 92.27 35.2 formerly smoked True
1713 Female 45.00 True True Urban 115.23 28.0 never smoked True
1714 Female 53.00 True True Urban 196.25 24.9 smokes True
1715 Female 12.00 True True Rural 85.97 35.7 Unknown True
1716 Female 56.00 True True Urban 114.33 30.7 smokes True
1717 Female 29.00 True True Rural 72.52 33.9 never smoked True
1718 Female 55.00 True True Rural 63.47 27.8 Unknown True
1719 Female 49.00 True True Urban 90.58 23.2 Unknown True
1720 Female 23.00 True True Rural 92.26 17.1 Unknown True
1721 Female 53.00 True True Urban 113.74 31.6 smokes True
1722 Male 56.00 True True Urban 72.79 23.8 smokes True
1723 Female 56.00 True True Rural 94.71 29.6 smokes True
1724 Female 61.00 True True Rural 194.53 45.0 never smoked True
1725 Female 45.00 True True Urban 72.65 25.6 Unknown True
1726 Male 80.00 True True Urban 86.68 27.7 formerly smoked True
1727 Female 47.00 True True Rural 140.39 25.5 never smoked True
1728 Female 3.00 True True Rural 77.87 18.3 Unknown True
1729 Male 63.00 True True Rural 104.70 21.0 formerly smoked True
1730 Female 68.00 True True Urban 95.82 28.6 never smoked True
1731 Female 76.00 True True Urban 204.05 23.5 never smoked True
1732 Male 62.00 True True Urban 130.56 36.1 Unknown True
1733 Female 30.00 True True Urban 67.78 29.2 smokes True
1734 Female 44.00 True True Urban 105.29 27.6 formerly smoked True
1735 Male 47.00 True True Urban 135.19 36.0 smokes True
1736 Male 25.00 True True Urban 116.12 20.4 smokes True
1737 Female 31.00 True True Rural 59.63 19.9 never smoked True
1738 Male 71.00 True True Rural 56.43 29.2 formerly smoked True
1739 Female 32.00 True True Rural 199.18 27.9 never smoked True
1740 Male 72.00 True True Rural 209.26 38.1 formerly smoked True
1741 Female 44.00 True True Urban 91.21 24.1 never smoked True
1742 Male 63.00 True True Urban 95.16 37.8 formerly smoked True
1743 Female 37.00 True True Urban 217.11 29.1 never smoked True
1744 Male 54.00 True True Urban 222.46 35.7 never smoked True
1745 Male 56.00 True True Rural 82.44 34.5 never smoked True
1746 Female 25.00 True True Rural 74.11 34.1 smokes True
1747 Female 19.00 True True Urban 131.23 21.1 Unknown True
1748 Female 27.00 True True Rural 83.26 22.2 never smoked True
1749 Male 5.00 True True Rural 99.07 20.5 Unknown True
1750 Female 20.00 True True Urban 76.63 26.2 never smoked True
1751 Male 21.00 True True Rural 65.09 23.5 never smoked True
1752 Male 44.00 True True Urban 142.31 29.1 smokes True
1753 Male 39.00 True True Urban 80.99 39.8 Unknown True
1754 Male 38.00 True True Rural 237.74 21.2 never smoked True
1755 Female 26.00 True True Rural 154.08 20.2 formerly smoked True
1756 Male 51.00 True True Rural 78.29 30.8 never smoked True
1757 Male 39.00 True True Urban 164.67 33.8 Unknown True
1758 Female 5.00 True True Rural 59.61 17.1 Unknown True
1759 Female 59.00 True True Urban 67.75 21.3 formerly smoked True
1760 Female 45.00 True True Urban 90.35 22.3 never smoked True
1761 Male 43.00 True True Rural 77.86 28.9 never smoked True
1762 Female 80.00 True True Rural 71.88 26.7 never smoked True
1763 Male 42.00 True True Urban 118.82 41.0 smokes True
1764 Female 8.00 True True Urban 67.33 16.7 Unknown True
1765 Female 68.00 True True Urban 121.66 29.1 smokes True
1766 Female 5.00 True True Rural 111.92 23.6 Unknown True
1767 Male 57.00 True True Urban 92.82 27.8 formerly smoked True
1768 Male 44.00 True True Rural 95.46 31.4 smokes True
1769 Female 60.00 True True Rural 68.96 30.8 Unknown True
1770 Female 58.00 True True Urban 90.26 36.1 never smoked True
1771 Female 43.00 True True Rural 91.90 32.7 formerly smoked True
1772 Female 50.00 True True Urban 91.08 26.4 never smoked True
1773 Female 1.48 True True Rural 118.55 20.7 Unknown True
1774 Female 5.00 True True Rural 102.04 18.5 Unknown True
1775 Male 9.00 True True Rural 65.52 33.5 Unknown True
1776 Female 67.00 True True Urban 82.09 14.1 never smoked True
1777 Female 21.00 True True Rural 149.90 23.4 Unknown True
1778 Female 36.00 True True Rural 100.33 23.2 never smoked True
1779 Female 70.00 True True Urban 91.25 36.0 Unknown True
1780 Male 57.00 True True Rural 89.81 35.6 never smoked True
1781 Female 52.00 True True Urban 97.32 21.8 smokes True
1782 Female 28.00 True True Rural 75.53 34.9 never smoked True
1783 Female 41.00 True True Rural 121.44 20.4 never smoked True
1784 Male 81.00 True True Urban 83.52 25.0 never smoked True
1785 Female 33.00 True True Rural 57.92 22.3 Unknown True
1786 Female 31.00 True True Rural 75.27 27.3 never smoked True
1787 Female 42.00 True True Urban 80.24 28.9 never smoked True
1788 Male 10.00 True True Urban 88.69 30.4 Unknown True
1789 Male 34.00 True True Urban 69.09 36.9 formerly smoked True
1790 Female 70.00 True True Rural 62.67 27.7 never smoked True
1791 Male 33.00 True True Urban 98.74 44.4 never smoked True
1792 Female 58.00 True True Rural 56.51 28.2 smokes True
1793 Female 25.00 True True Rural 65.95 35.0 never smoked True
1794 Female 1.40 True True Urban 129.07 20.6 Unknown True
1795 Female 47.00 True True Urban 62.47 26.5 never smoked True
1796 Female 14.00 True True Urban 69.82 25.1 never smoked True
1797 Female 82.00 True True Urban 99.68 22.2 Unknown True
1798 Male 52.00 True True Urban 223.35 27.3 formerly smoked True
1799 Male 72.00 True True Rural 74.36 27.3 never smoked True
1800 Male 52.00 True True Rural 102.97 41.9 formerly smoked True
1801 Female 61.00 True True Urban 153.38 38.8 never smoked True
1802 Female 15.00 True True Rural 87.10 18.3 never smoked True
1803 Female 1.56 True True Urban 113.40 19.5 Unknown True
1804 Male 6.00 True True Rural 94.88 17.2 Unknown True
1805 Male 3.00 True True Urban 82.73 20.8 Unknown True
1806 Male 18.00 True True Rural 67.80 23.8 Unknown True
1807 Female 53.00 True True Urban 84.85 24.7 never smoked True
1808 Male 58.00 True True Rural 135.89 23.1 formerly smoked True
1809 Female 31.00 True True Urban 106.13 22.4 never smoked True
1810 Female 29.00 True True Rural 74.33 29.9 smokes True
1811 Female 5.00 True True Rural 109.40 20.0 Unknown True
1812 Male 40.00 True True Rural 75.40 28.7 Unknown True
1813 Male 75.00 True True Rural 87.69 26.2 formerly smoked True
1814 Male 52.00 True True Urban 95.85 29.6 smokes True
1815 Male 39.00 True True Urban 90.36 30.8 formerly smoked True
1816 Female 40.00 True True Rural 63.45 32.7 formerly smoked True
1817 Female 78.00 True True Rural 201.07 21.8 Unknown True
1818 Female 39.00 True True Urban 122.91 35.7 never smoked True
1819 Female 17.00 True True Rural 55.41 25.4 Unknown True
1820 Male 45.00 True True Urban 60.99 32.8 Unknown True
1821 Male 0.56 True True Rural 111.77 21.1 Unknown True
1822 Female 13.00 True True Urban 77.63 31.7 never smoked True
1823 Male 26.00 True True Urban 70.61 20.0 never smoked True
1824 Female 42.00 True True Urban 124.34 34.7 formerly smoked True
1825 Male 44.00 True True Urban 103.44 28.0 never smoked True
1826 Female 3.00 True True Urban 124.50 16.4 Unknown True
1827 Male 25.00 True True Urban 75.50 24.6 never smoked True
1828 Female 41.00 True True Urban 98.85 24.6 never smoked True
1829 Male 51.00 True True Rural 96.06 30.3 Unknown True
1830 Female 20.00 True True Rural 93.74 23.7 Unknown True
1831 Female 25.00 True True Urban 65.60 33.5 never smoked True
1832 Male 18.00 True True Urban 113.24 24.9 Unknown True
1833 Female 37.00 True True Rural 94.77 48.9 Unknown True
1834 Female 51.00 True True Urban 145.22 31.4 Unknown True
1835 Male 2.00 True True Urban 112.92 18.4 Unknown True
1836 Female 38.00 True True Rural 84.79 24.2 formerly smoked True
1837 Male 64.00 True True Urban 103.28 34.3 smokes True
1838 Male 22.00 True True Rural 96.18 25.1 never smoked True
1839 Male 71.00 True True Rural 186.95 33.3 never smoked True
1840 Female 32.00 True True Urban 68.66 22.6 Unknown True
1841 Female 32.00 True True Rural 128.72 26.3 smokes True
1842 Female 63.00 True True Urban 85.04 29.7 formerly smoked True
1843 Male 0.24 True True Rural 146.97 18.5 Unknown True
1844 Male 54.00 True True Urban 65.69 21.4 never smoked True
1845 Female 25.00 True True Rural 97.52 45.5 formerly smoked True
1846 Female 80.00 True True Rural 90.43 34.2 never smoked True
1847 Female 31.00 True True Urban 81.71 32.7 Unknown True
1848 Male 53.00 True True Rural 198.24 38.1 never smoked True
1849 Male 35.00 True True Rural 90.51 26.7 never smoked True
1850 Male 31.00 True True Urban 97.78 22.6 smokes True
1851 Male 60.00 True True Urban 80.74 27.7 Unknown True
1852 Male 0.56 True True Rural 57.02 20.7 Unknown True
1853 Female 21.00 True True Rural 93.00 25.7 never smoked True
1854 Female 78.00 True True Rural 95.37 17.3 Unknown True
1855 Male 59.00 True True Rural 96.25 23.3 formerly smoked True
1856 Male 0.64 True True Rural 86.74 16.2 Unknown True
1857 Male 10.00 True True Urban 63.08 20.5 smokes True
1858 Male 60.00 True True Urban 129.16 33.6 smokes True
1859 Male 11.00 True True Urban 99.79 20.2 Unknown True
1860 Female 50.00 True True Urban 95.01 26.2 formerly smoked True
1861 Male 69.00 True True Urban 229.21 30.1 smokes True
1862 Female 20.00 True True Urban 80.08 25.1 never smoked True
1863 Female 22.00 True True Rural 62.00 32.7 smokes True
1864 Male 55.00 True True Rural 118.69 26.4 Unknown True
1865 Female 57.00 True True Rural 77.57 21.0 Unknown True
1866 Female 29.00 True True Rural 108.75 24.1 Unknown True
1867 Female 32.00 True True Urban 108.23 20.4 Unknown True
1868 Female 54.00 True True Rural 151.33 30.9 formerly smoked True
1869 Male 37.00 True True Rural 82.43 39.1 Unknown True
1870 Female 58.00 True True Rural 107.17 27.7 Unknown True
1871 Female 41.00 True True Rural 91.46 29.5 never smoked True
1872 Male 72.00 True True Urban 81.05 30.3 Unknown True
1873 Female 32.00 True True Urban 114.37 37.8 Unknown True
1874 Female 54.00 True True Urban 100.29 30.2 never smoked True
1875 Female 79.00 True True Urban 68.37 24.2 smokes True
1876 Male 56.00 True True Rural 87.95 25.2 never smoked True
1877 Female 45.00 True True Urban 73.27 22.2 smokes True
1878 Male 6.00 True True Rural 131.43 17.7 Unknown True
1879 Female 45.00 True True Urban 107.29 29.6 never smoked True
1880 Male 60.00 True True Rural 68.24 32.2 Unknown True
1881 Female 65.00 True True Urban 74.01 28.7 smokes True
1882 Female 57.00 True True Urban 95.40 19.5 Unknown True
1883 Male 58.00 True True Rural 95.75 38.5 smokes True
1884 Male 8.00 True True Urban 104.51 20.6 Unknown True
1885 Male 18.00 True True Rural 108.87 21.5 Unknown True
1886 Male 49.00 True True Urban 209.06 43.8 Unknown True
1887 Male 2.00 True True Rural 86.57 18.0 Unknown True
1888 Female 52.00 True True Urban 120.25 28.2 Unknown True
1889 Female 63.00 True True Rural 85.51 26.6 smokes True
1890 Female 57.00 True True Rural 84.18 35.5 never smoked True
1891 Female 50.00 True True Urban 82.37 30.7 never smoked True
1892 Male 12.00 True True Rural 96.15 18.7 Unknown True
1893 Female 35.00 True True Rural 74.55 22.4 never smoked True
1894 Female 35.00 True True Urban 114.45 25.2 smokes True
1895 Male 64.00 True True Rural 113.68 24.2 never smoked True
1896 Female 42.00 True True Rural 107.91 20.5 never smoked True
1897 Female 62.00 True True Rural 83.85 24.5 never smoked True
1898 Female 3.00 True True Urban 101.30 24.8 Unknown True
1899 Female 43.00 True True Rural 72.13 42.6 never smoked True
1900 Female 52.00 True True Urban 94.98 23.8 never smoked True
1901 Male 64.00 True True Rural 228.42 42.3 formerly smoked True
1902 Male 59.00 True True Rural 93.90 42.2 never smoked True
1903 Female 81.00 True True Urban 93.13 26.1 Unknown True
1904 Female 15.00 True True Urban 121.60 22.8 never smoked True
1905 Male 50.00 True True Rural 84.40 42.3 formerly smoked True
1906 Male 73.00 True True Rural 82.13 28.5 never smoked True
1907 Male 19.00 True True Urban 73.33 23.0 never smoked True
1908 Female 30.00 True True Urban 75.88 32.8 Unknown True
1909 Female 47.00 True True Rural 100.41 23.8 never smoked True
1910 Female 66.00 True True Urban 202.05 31.7 smokes True
1911 Male 47.00 True True Urban 71.42 34.9 smokes True
1912 Female 63.00 True True Rural 55.57 26.8 formerly smoked True
1913 Female 12.00 True True Urban 58.14 21.3 never smoked True
1914 Male 1.32 True True Rural 78.53 19.8 Unknown True
1915 Female 46.00 True True Urban 78.79 42.4 smokes True
1916 Female 8.00 True True Urban 96.62 16.4 Unknown True
1917 Male 74.00 True True Rural 65.28 28.2 never smoked True
1918 Male 74.00 True True Rural 92.67 26.3 formerly smoked True
1919 Female 4.00 True True Rural 206.25 17.0 Unknown True
1920 Female 26.00 True True Urban 114.18 23.3 never smoked True
1921 Female 48.00 True True Rural 101.89 25.1 smokes True
1922 Female 24.00 True True Urban 107.22 35.3 smokes True
1923 Male 47.00 True True Rural 101.99 36.3 never smoked True
1924 Male 70.00 True True Rural 72.56 30.4 formerly smoked True
1925 Male 41.00 True True Urban 94.47 43.9 never smoked True
1926 Female 42.00 True True Urban 98.76 26.4 smokes True
1927 Female 57.00 True True Rural 116.93 28.3 never smoked True
1928 Female 51.00 True True Rural 219.96 42.3 never smoked True
1929 Male 15.00 True True Urban 75.77 38.0 never smoked True
1930 Male 11.00 True True Urban 124.35 32.7 Unknown True
1931 Female 27.00 True True Urban 88.97 28.8 never smoked True
1932 Female 53.00 True True Rural 72.49 38.5 never smoked True
1933 Female 52.00 True True Rural 107.27 30.1 Unknown True
1934 Female 68.00 True True Rural 97.96 31.3 never smoked True
1935 Male 65.00 True True Urban 197.69 28.4 smokes True
1936 Female 23.00 True True Rural 112.30 26.6 Unknown True
1937 Female 43.00 True True Urban 75.77 20.4 formerly smoked True
1938 Male 55.00 True True Urban 76.51 34.7 Unknown True
1939 Female 52.00 True True Urban 93.14 32.5 never smoked True
1940 Female 21.00 True True Rural 80.84 30.7 Unknown True
1941 Male 78.00 True True Rural 199.88 29.6 formerly smoked True
1942 Female 49.00 True True Rural 65.34 39.4 never smoked True
1943 Female 27.00 True True Urban 98.71 26.1 formerly smoked True
1944 Female 52.00 True True Rural 170.22 27.2 formerly smoked True
1945 Female 22.00 True True Urban 73.50 41.3 smokes True
1946 Male 77.00 True True Urban 102.96 20.9 formerly smoked True
1947 Male 57.00 True True Urban 80.72 41.5 formerly smoked True
1948 Male 13.00 True True Urban 74.19 31.1 formerly smoked True
1949 Male 14.00 True True Urban 77.12 24.5 formerly smoked True
1950 Female 29.00 True True Urban 81.20 23.0 Unknown True
1951 Female 49.00 True True Rural 114.76 24.7 never smoked True
1952 Male 1.24 True True Urban 109.97 19.3 Unknown True
1953 Male 21.00 True True Urban 92.87 37.0 never smoked True
1954 Male 36.00 True True Urban 113.05 31.0 smokes True
1955 Male 42.00 True True Urban 68.24 33.1 formerly smoked True
1956 Female 56.00 True True Rural 74.35 26.6 smokes True
1957 Male 46.00 True True Urban 91.08 27.7 never smoked True
1958 Male 79.00 True True Urban 88.83 40.3 smokes True
1959 Female 25.00 True True Rural 134.33 19.5 Unknown True
1960 Male 67.00 True True Rural 208.78 26.7 Unknown True
1961 Male 37.00 True True Rural 66.17 26.1 never smoked True
1962 Female 44.00 True True Rural 222.29 38.2 never smoked True
1963 Female 36.00 True True Rural 114.16 21.3 smokes True
1964 Male 50.00 True True Rural 220.36 40.9 formerly smoked True
1965 Male 53.00 True True Urban 76.03 27.3 never smoked True
1966 Female 39.00 True True Urban 73.06 20.9 never smoked True
1967 Female 71.00 True True Urban 187.88 29.2 formerly smoked True
1968 Female 18.00 True True Urban 79.89 17.9 Unknown True
1969 Male 55.00 True True Rural 79.02 38.0 Unknown True
1970 Male 52.00 True True Rural 191.66 26.1 smokes True
1971 Male 24.00 True True Urban 72.29 22.2 Unknown True
1972 Male 72.00 True True Urban 92.59 24.6 formerly smoked True
1973 Male 41.00 True True Rural 80.42 33.4 formerly smoked True
1974 Female 29.00 True True Rural 62.47 34.4 formerly smoked True
1975 Female 26.00 True True Rural 63.94 17.6 never smoked True
1976 Female 23.00 True True Rural 77.73 19.2 never smoked True
1977 Male 43.00 True True Rural 115.79 31.8 Unknown True
1978 Female 43.00 True True Urban 96.30 28.1 smokes True
1979 Female 49.00 True True Rural 107.46 32.1 never smoked True
1980 Male 13.00 True True Rural 108.33 17.4 never smoked True
1981 Female 26.00 True True Rural 89.37 20.2 never smoked True
1982 Female 10.00 True True Urban 93.64 23.4 Unknown True
1983 Male 39.00 True True Urban 217.75 39.5 never smoked True
1984 Female 41.00 True True Rural 83.44 21.5 Unknown True
1985 Male 25.00 True True Rural 93.88 24.3 smokes True
1986 Male 10.00 True True Urban 55.34 15.3 Unknown True
1987 Female 54.00 True True Rural 102.61 32.4 Unknown True
1988 Male 7.00 True True Rural 62.08 16.1 Unknown True
1989 Female 53.00 True True Rural 81.76 34.3 formerly smoked True
1990 Female 55.00 True True Urban 59.20 43.8 never smoked True
1991 Male 6.00 True True Urban 55.61 19.6 Unknown True
1992 Female 72.00 True True Urban 226.88 36.7 formerly smoked True
1993 Female 42.00 True True Urban 65.66 33.7 never smoked True
1994 Male 50.00 True True Urban 58.70 38.9 smokes True
1995 Female 55.00 True True Urban 186.40 28.0 never smoked True
1996 Female 47.00 True True Urban 122.32 23.9 Unknown True
1997 Male 3.00 True True Urban 59.05 16.6 Unknown True
1998 Female 49.00 True True Urban 149.13 42.9 smokes True
1999 Female 12.00 True True Urban 82.39 17.1 never smoked True
2000 Male 28.00 True True Rural 169.49 27.2 Unknown True
2001 Male 40.00 True True Rural 80.25 30.3 formerly smoked True
2002 Male 55.00 True True Urban 203.81 33.9 formerly smoked True
2003 Male 9.00 True True Urban 170.76 20.0 Unknown True
2004 Female 77.00 True True Rural 80.85 19.4 Unknown True
2005 Male 18.00 True True Rural 120.58 21.5 never smoked True
2006 Male 73.00 True True Rural 86.57 28.5 formerly smoked True
2007 Female 67.00 True True Urban 90.01 34.4 smokes True
2008 Male 58.00 True True Rural 68.84 43.7 formerly smoked True
2009 Female 38.00 True True Urban 158.48 33.7 formerly smoked True
2010 Male 5.00 True True Rural 92.56 18.0 Unknown True
2011 Female 34.00 True True Rural 90.15 27.9 formerly smoked True
2012 Male 78.00 True True Rural 80.09 21.8 never smoked True
2013 Female 57.00 True True Rural 189.44 35.8 never smoked True
2014 Female 17.00 True True Rural 70.03 23.1 smokes True
2015 Female 71.00 True True Rural 249.29 30.3 smokes True
2016 Female 19.00 True True Rural 72.52 32.0 Unknown True
2017 Male 56.00 True True Urban 96.93 25.0 smokes True
2018 Male 64.00 True True Urban 211.35 30.7 formerly smoked True
2019 Male 13.00 True True Rural 85.87 24.3 Unknown True
2020 Male 80.00 True True Urban 120.09 30.7 never smoked True
2021 Female 62.00 True True Urban 92.13 33.7 never smoked True
2022 Male 79.00 True True Urban 83.07 26.5 smokes True
2023 Female 9.00 True True Rural 77.67 17.6 Unknown True
2024 Female 26.00 True True Urban 97.24 22.5 never smoked True
2025 Male 1.72 True True Rural 127.29 18.5 Unknown True
2026 Male 16.00 True True Urban 134.80 22.4 never smoked True
2027 Female 40.00 True True Urban 74.65 25.3 formerly smoked True
2028 Male 46.00 True True Urban 85.84 37.3 never smoked True
2029 Male 45.00 True True Urban 90.43 39.7 smokes True
2030 Female 59.00 True True Urban 74.35 28.0 never smoked True
2031 Female 31.00 True True Urban 206.59 41.4 smokes True
2032 Female 69.00 True True Urban 196.33 25.3 never smoked True
2033 Male 73.00 True True Rural 70.23 28.1 never smoked True
2034 Female 56.00 True True Urban 242.94 41.2 never smoked True
2035 Female 80.00 True True Rural 103.06 28.8 never smoked True
2036 Female 60.00 True True Urban 80.86 31.0 smokes True
2037 Female 40.00 True True Urban 114.32 28.3 smokes True
2038 Female 30.00 True True Urban 83.91 23.9 Unknown True
2039 Female 66.00 True True Rural 152.02 44.2 formerly smoked True
2040 Male 78.00 True True Rural 75.19 27.6 never smoked True
2041 Female 37.00 True True Urban 60.61 35.7 formerly smoked True
2042 Female 41.00 True True Rural 89.14 37.4 formerly smoked True
2043 Female 34.00 True True Urban 97.23 27.5 Unknown True
2044 Female 18.00 True True Rural 135.19 23.4 never smoked True
2045 Male 69.00 True True Urban 78.48 25.8 formerly smoked True
2046 Male 28.00 True True Urban 75.92 22.8 never smoked True
2047 Female 3.00 True True Urban 93.30 19.5 Unknown True
2048 Female 57.00 True True Urban 97.39 38.0 Unknown True
2049 Male 34.00 True True Rural 134.61 23.4 never smoked True
2050 Male 50.00 True True Rural 104.02 29.5 never smoked True
2051 Male 55.00 True True Urban 56.90 28.2 never smoked True
2052 Male 2.00 True True Rural 112.66 14.2 Unknown True
2053 Female 27.00 True True Rural 226.75 28.9 Unknown True
2054 Male 57.00 True True Rural 76.28 31.4 formerly smoked True
2055 Female 73.00 True True Urban 90.01 32.4 formerly smoked True
2056 Female 52.00 True True Rural 107.84 22.0 formerly smoked True
2057 Female 65.00 True True Rural 71.06 26.4 never smoked True
2058 Male 48.00 True True Urban 185.00 26.1 never smoked True
2059 Male 54.00 True True Rural 104.42 37.6 smokes True
2060 Male 8.00 True True Urban 89.57 18.8 Unknown True
2061 Male 45.00 True True Rural 136.20 23.8 Unknown True
2062 Female 77.00 True True Rural 104.23 23.8 smokes True
2063 Female 34.00 True True Urban 133.82 20.4 never smoked True
2064 Female 33.00 True True Rural 80.82 40.3 never smoked True
2065 Male 39.00 True True Rural 102.35 23.6 never smoked True
2066 Male 39.00 True True Rural 88.48 34.3 never smoked True
2067 Male 40.00 True True Rural 88.81 32.7 Unknown True
2068 Female 46.00 True True Rural 75.09 28.7 never smoked True
2069 Female 1.00 True True Urban 199.83 24.5 Unknown True
2070 Female 5.00 True True Rural 73.69 24.8 Unknown True
2071 Male 14.00 True True Urban 111.27 23.2 Unknown True
2072 Female 49.00 True True Rural 68.44 23.0 smokes True
2073 Female 45.00 True True Urban 65.36 39.3 never smoked True
2074 Female 13.00 True True Urban 94.12 20.1 never smoked True
2075 Female 76.00 True True Rural 96.24 25.4 never smoked True
2076 Male 14.00 True True Rural 91.25 23.8 Unknown True
2077 Female 20.00 True True Rural 77.29 28.4 never smoked True
2078 Female 9.00 True True Rural 125.09 15.4 Unknown True
2079 Female 78.00 True True Urban 107.18 28.2 never smoked True
2080 Male 49.00 True True Urban 130.07 26.0 never smoked True
2081 Female 55.00 True True Urban 57.30 41.5 never smoked True
2082 Female 43.00 True True Rural 101.35 32.2 never smoked True
2083 Female 16.00 True True Rural 94.03 25.7 never smoked True
2084 Male 58.00 True True Urban 227.81 33.0 formerly smoked True
2085 Male 67.00 True True Urban 66.67 35.0 smokes True
2086 Female 71.00 True True Urban 240.81 27.4 never smoked True
2087 Male 8.00 True True Urban 88.02 16.4 Unknown True
2088 Female 18.00 True True Urban 152.87 31.5 Unknown True
2089 Female 47.00 True True Urban 96.04 29.2 Unknown True
2090 Male 59.00 True True Urban 60.35 25.9 formerly smoked True
2091 Male 28.00 True True Urban 118.66 32.3 never smoked True
2092 Male 67.00 True True Urban 58.51 30.4 formerly smoked True
2093 Male 71.00 True True Urban 96.04 45.1 formerly smoked True
2094 Female 56.00 True True Rural 110.92 25.9 Unknown True
2095 Female 44.00 True True Rural 92.72 36.6 never smoked True
2096 Female 6.00 True True Rural 108.23 18.6 Unknown True
2097 Female 78.00 True True Rural 56.34 27.5 Unknown True
2098 Female 32.00 True True Rural 61.83 31.3 never smoked True
2099 Female 40.00 True True Rural 131.99 37.5 never smoked True
2100 Female 63.00 True True Rural 136.81 23.1 smokes True
2101 Male 51.00 True True Rural 239.28 35.0 never smoked True
2102 Male 22.00 True True Urban 131.30 27.0 never smoked True
2103 Female 82.00 True True Rural 117.75 29.8 never smoked True
2104 Female 17.00 True True Urban 78.46 23.5 Unknown True
2105 Female 34.00 True True Rural 83.53 48.5 formerly smoked True
2106 Male 42.00 True True Rural 145.50 31.8 formerly smoked True
2107 Female 32.00 True True Urban 88.33 20.0 Unknown True
2108 Male 73.00 True True Rural 101.25 29.4 formerly smoked True
2109 Female 47.00 True True Urban 131.43 24.3 never smoked True
2110 Female 34.00 True True Rural 231.50 45.4 never smoked True
2111 Male 64.00 True True Rural 82.89 29.5 never smoked True
2112 Male 55.00 True True Rural 82.88 29.4 Unknown True
2113 Female 64.00 True True Rural 99.40 29.1 never smoked True
2114 Male 23.00 True True Urban 77.75 38.8 smokes True
2115 Male 18.00 True True Rural 75.03 23.4 never smoked True
2116 Female 65.00 True True Rural 220.47 48.7 never smoked True
2117 Male 12.00 True True Rural 196.91 19.7 Unknown True
2118 Female 61.00 True True Urban 180.80 20.3 never smoked True
2119 Male 66.00 True True Urban 247.48 33.5 smokes True
2120 Male 59.00 True True Urban 216.00 36.7 smokes True
2121 Male 47.00 True True Urban 75.64 24.4 never smoked True
2122 Female 47.00 True True Urban 95.07 38.8 formerly smoked True
2123 Female 71.00 True True Urban 129.97 44.2 smokes True
2124 Male 62.00 True True Urban 124.26 33.4 never smoked True
2125 Female 28.00 True True Urban 87.92 32.5 Unknown True
2126 Female 7.00 True True Rural 85.15 15.1 Unknown True
2127 Female 68.00 True True Rural 95.36 21.5 smokes True
2128 Male 37.00 True True Urban 87.16 30.4 formerly smoked True
2129 Female 75.00 True True Rural 219.39 33.4 smokes True
2130 Male 5.00 True True Urban 71.92 18.2 Unknown True
2131 Male 1.08 True True Urban 167.66 18.7 Unknown True
2132 Female 34.00 True True Rural 87.21 38.4 Unknown True
2133 Male 49.00 True True Rural 220.47 36.4 smokes True
2134 Female 8.00 True True Urban 80.47 20.6 Unknown True
2135 Female 50.00 True True Urban 89.95 48.9 formerly smoked True
2136 Male 2.00 True True Rural 111.32 18.2 Unknown True
2137 Female 1.16 True True Urban 65.01 17.0 Unknown True
2138 Female 76.00 True True Urban 110.07 31.8 never smoked True
2139 Male 18.00 True True Urban 60.56 33.0 never smoked True
2140 Male 82.00 True True Urban 89.83 24.7 smokes True
2141 Female 67.00 True True Rural 90.35 28.1 Unknown True
2142 Female 27.00 True True Urban 71.50 40.3 smokes True
2143 Male 57.00 True True Urban 71.71 35.2 smokes True
2144 Female 51.00 True True Urban 173.96 31.2 formerly smoked True
2145 Male 68.00 True True Urban 96.06 37.6 never smoked True
2146 Female 56.00 True True Urban 113.20 38.7 smokes True
2147 Female 18.00 True True Rural 73.29 28.1 smokes True
2148 Female 63.00 True True Urban 65.71 29.2 smokes True
2149 Female 31.00 True True Rural 60.41 31.1 Unknown True
2150 Female 37.00 True True Urban 89.11 24.1 never smoked True
2151 Female 64.00 True True Urban 63.32 18.7 formerly smoked True
2152 Male 47.00 True True Urban 85.68 39.6 never smoked True
2153 Female 1.80 True True Urban 162.93 15.7 Unknown True
2154 Male 37.00 True True Rural 91.68 32.4 formerly smoked True
2155 Female 69.00 True True Urban 198.33 42.7 smokes True
2156 Female 13.00 True True Rural 85.81 18.6 Unknown True
2157 Male 73.00 True True Rural 79.59 31.4 smokes True
2158 Male 48.00 True True Rural 106.74 33.7 formerly smoked True
2159 Female 78.00 True True Urban 191.33 24.5 never smoked True
2160 Female 21.00 True True Rural 59.52 33.7 never smoked True
2161 Male 54.00 True True Rural 206.52 35.4 smokes True
2162 Male 19.00 True True Rural 64.92 22.5 Unknown True
2163 Female 82.00 True True Urban 80.00 33.6 never smoked True
2164 Female 80.00 True True Urban 75.06 29.7 Unknown True
2165 Female 21.00 True True Urban 91.18 25.7 never smoked True
2166 Female 46.00 True True Rural 85.81 20.2 formerly smoked True
2167 Male 6.00 True True Rural 64.55 17.4 Unknown True
2168 Female 3.00 True True Rural 97.31 22.2 Unknown True
2169 Male 47.00 True True Rural 111.15 23.8 never smoked True
2170 Male 34.00 True True Urban 80.97 28.7 never smoked True
2171 Female 41.00 True True Rural 89.88 33.1 formerly smoked True
2172 Female 67.00 True True Rural 62.66 28.0 formerly smoked True
2173 Female 5.00 True True Urban 122.25 16.7 Unknown True
2174 Male 20.00 True True Rural 87.08 27.1 never smoked True
2175 Female 63.00 True True Rural 85.00 26.4 smokes True
2176 Female 73.00 True True Urban 100.49 23.7 smokes True
2177 Male 62.00 True True Urban 145.37 33.3 Unknown True
2178 Male 0.88 True True Urban 112.19 18.9 Unknown True
2179 Male 50.00 True True Rural 79.73 25.5 smokes True
2180 Male 71.00 True True Rural 101.13 35.9 formerly smoked True
2181 Female 30.00 True True Urban 101.98 23.2 Unknown True
2182 Female 80.00 True True Rural 98.39 22.2 smokes True
2183 Female 64.00 True True Rural 128.04 34.0 smokes True
2184 Male 7.00 True True Urban 98.12 20.4 Unknown True
2185 Female 36.00 True True Urban 216.96 34.5 Unknown True
2186 Male 79.00 True True Rural 94.92 31.9 Unknown True
2187 Female 35.00 True True Rural 83.27 19.8 formerly smoked True
2188 Female 28.00 True True Rural 96.86 29.0 Unknown True
2189 Male 72.00 True True Rural 99.73 36.7 formerly smoked True
2190 Female 12.00 True True Rural 91.71 21.3 Unknown True
2191 Male 25.00 True True Rural 65.77 23.7 smokes True
2192 Female 27.00 True True Urban 161.57 25.7 smokes True
2193 Female 62.00 True True Rural 74.32 34.0 never smoked True
2194 Male 58.00 True True Rural 170.93 30.7 Unknown True
2195 Female 30.00 True True Urban 74.43 44.8 never smoked True
2196 Male 56.00 True True Rural 86.36 27.7 formerly smoked True
2197 Female 28.00 True True Rural 97.06 23.2 Unknown True
2198 Male 47.00 True True Rural 110.38 30.1 Unknown True
2199 Female 16.00 True True Rural 79.03 29.3 Unknown True
2200 Female 29.00 True True Rural 62.48 29.5 never smoked True
2201 Male 26.00 True True Rural 55.62 25.8 never smoked True
2202 Female 26.00 True True Rural 84.90 26.2 never smoked True
2203 Male 55.00 True True Rural 232.81 28.8 Unknown True
2204 Female 29.00 True True Rural 86.55 29.8 smokes True
2205 Female 29.00 True True Rural 118.61 26.5 never smoked True
2206 Female 33.00 True True Rural 80.21 27.8 formerly smoked True
2207 Female 19.00 True True Rural 65.96 29.0 never smoked True
2208 Female 10.00 True True Urban 61.34 19.1 Unknown True
2209 Female 3.00 True True Urban 116.60 17.1 Unknown True
2210 Female 60.00 True True Urban 85.13 24.6 Unknown True
2211 Female 16.00 True True Rural 86.32 18.3 Unknown True
2212 Male 35.00 True True Rural 69.22 42.8 never smoked True
2213 Female 41.00 True True Urban 140.93 46.5 Unknown True
2214 Female 19.00 True True Urban 83.43 38.4 Unknown True
2215 Female 79.00 True True Urban 207.95 26.0 formerly smoked True
2216 Female 41.00 True True Rural 134.29 26.8 smokes True
2217 Male 1.64 True True Urban 115.12 21.1 Unknown True
2218 Female 51.00 True True Urban 86.25 29.0 never smoked True
2219 Female 33.00 True True Rural 112.94 43.0 never smoked True
2220 Female 33.00 True True Rural 73.54 36.6 smokes True
2221 Male 48.00 True True Urban 80.86 27.5 Unknown True
2222 Male 45.00 True True Rural 83.91 40.2 Unknown True
2223 Female 61.00 True True Rural 69.91 37.1 never smoked True
2224 Male 31.00 True True Rural 95.62 32.0 smokes True
2225 Male 60.00 True True Urban 63.95 32.2 never smoked True
2226 Male 51.00 True True Rural 122.50 20.6 Unknown True
2227 Male 53.00 True True Rural 86.00 24.1 never smoked True
2228 Male 52.00 True True Urban 120.27 25.0 never smoked True
2229 Female 42.00 True True Urban 56.71 25.2 Unknown True
2230 Female 56.00 True True Rural 131.63 27.6 never smoked True
2231 Male 14.00 True True Urban 79.36 48.8 never smoked True
2232 Female 40.00 True True Urban 120.77 27.6 never smoked True
2233 Female 58.00 True True Rural 100.42 39.5 smokes True
2234 Female 52.00 True True Urban 155.86 27.2 smokes True
2235 Male 30.00 True True Rural 66.01 26.3 smokes True
2236 Female 47.00 True True Urban 86.99 28.9 smokes True
2237 Female 34.00 True True Urban 90.55 30.0 never smoked True
2238 Female 82.00 True True Rural 229.58 23.7 Unknown True
2239 Female 31.00 True True Urban 60.06 25.5 smokes True
2240 Female 58.00 True True Rural 65.66 24.6 formerly smoked True
2241 Female 47.00 True True Urban 104.70 20.7 smokes True
2242 Male 65.00 True True Urban 113.86 36.4 never smoked True
2243 Female 13.00 True True Rural 99.49 23.4 Unknown True
2244 Male 37.00 True True Urban 165.99 32.3 never smoked True
2245 Male 9.00 True True Urban 114.99 18.8 Unknown True
2246 Female 7.00 True True Urban 79.58 15.5 Unknown True
2247 Female 37.00 True True Rural 77.37 21.4 never smoked True
2248 Male 62.00 True True Urban 93.55 31.7 never smoked True
2249 Male 14.00 True True Urban 187.22 29.7 Unknown True
2250 Female 77.00 True True Rural 167.59 34.3 formerly smoked True
2251 Male 36.00 True True Urban 98.03 22.1 smokes True
2252 Female 3.00 True True Urban 88.79 21.5 Unknown True
2253 Male 78.00 True True Urban 92.90 30.4 smokes True
2254 Female 49.00 True True Urban 117.34 21.6 never smoked True
2255 Male 44.00 True True Urban 80.75 30.9 never smoked True
2256 Male 10.00 True True Rural 77.51 21.9 Unknown True
2257 Male 8.00 True True Urban 105.63 19.2 Unknown True
2258 Female 60.00 True True Urban 114.34 30.3 smokes True
2259 Female 56.00 True True Rural 227.04 23.0 smokes True
2260 Female 73.00 True True Urban 87.56 24.1 never smoked True
2261 Female 34.00 True True Rural 96.26 27.6 Unknown True
2262 Male 13.00 True True Rural 116.64 23.9 Unknown True
2263 Female 80.00 True True Urban 79.57 26.9 never smoked True
2264 Male 46.00 True True Rural 78.44 23.9 never smoked True
2265 Female 80.00 True True Urban 64.15 40.5 never smoked True
2266 Female 65.00 True True Urban 74.50 32.0 never smoked True
2267 Female 24.00 True True Urban 70.32 20.5 Unknown True
2268 Female 33.00 True True Urban 84.48 44.5 never smoked True
2269 Male 11.00 True True Urban 144.08 16.2 formerly smoked True
2270 Female 57.00 True True Rural 78.14 35.8 never smoked True
2271 Female 19.00 True True Urban 133.58 24.0 never smoked True
2272 Male 82.00 True True Urban 214.42 33.9 formerly smoked True
2273 Female 39.00 True True Urban 80.63 36.0 smokes True
2274 Female 14.00 True True Rural 233.71 22.9 never smoked True
2275 Female 60.00 True True Urban 96.00 44.5 smokes True
2276 Female 3.00 True True Urban 74.52 17.5 Unknown True
2277 Female 57.00 True True Rural 131.40 32.3 never smoked True
2278 Male 79.00 True True Urban 216.40 30.3 never smoked True
2279 Female 65.00 True True Rural 108.80 33.5 Unknown True
2280 Female 67.00 True True Urban 97.06 30.9 never smoked True
2281 Female 60.00 True True Rural 266.59 25.5 never smoked True
2282 Female 36.00 True True Rural 55.58 30.0 never smoked True
2283 Male 36.00 True True Urban 65.87 32.2 formerly smoked True
2284 Female 26.00 True True Urban 89.28 21.7 smokes True
2285 Male 71.00 True True Urban 56.12 24.7 Unknown True
2286 Male 78.00 True True Urban 74.70 28.8 formerly smoked True
2287 Male 77.00 True True Urban 83.06 27.0 Unknown True
2288 Male 74.00 True True Urban 227.94 26.0 Unknown True
2289 Female 50.00 True True Rural 84.88 27.1 never smoked True
2290 Male 9.00 True True Urban 64.20 18.5 Unknown True
2291 Male 1.64 True True Rural 137.22 18.8 Unknown True
2292 Female 54.00 True True Urban 81.44 31.5 formerly smoked True
2293 Male 8.00 True True Rural 90.26 18.1 Unknown True
2294 Female 36.00 True True Urban 68.48 24.3 never smoked True
2295 Female 38.00 True True Urban 100.02 28.0 never smoked True
2296 Female 7.00 True True Urban 156.82 17.3 Unknown True
2297 Female 5.00 True True Urban 81.66 17.2 Unknown True
2298 Male 14.00 True True Rural 112.22 26.9 Unknown True
2299 Male 0.88 True True Urban 90.62 22.4 Unknown True
2300 Female 30.00 True True Rural 72.49 25.8 never smoked True
2301 Female 39.00 True True Urban 107.47 21.3 Unknown True
2302 Female 17.00 True True Rural 92.11 43.0 never smoked True
2303 Female 14.00 True True Rural 70.54 24.4 formerly smoked True
2304 Female 52.00 True True Rural 205.00 30.1 never smoked True
2305 Male 78.00 True True Rural 126.39 21.3 smokes True
2306 Female 2.00 True True Rural 89.72 17.8 Unknown True
2307 Male 32.00 True True Urban 92.08 28.4 smokes True
2308 Male 0.88 True True Urban 85.38 23.4 Unknown True
2309 Female 50.00 True True Rural 95.25 24.3 never smoked True
2310 Female 48.00 True True Rural 75.91 27.8 Unknown True
2311 Male 66.00 True True Rural 203.44 30.5 formerly smoked True
2312 Male 46.00 True True Urban 88.23 25.8 Unknown True
2313 Female 54.00 True True Rural 97.47 26.7 never smoked True
2314 Female 81.00 True True Rural 59.28 28.1 never smoked True
2315 Female 15.00 True True Rural 101.15 22.2 Unknown True
2316 Male 77.00 True True Urban 68.38 25.1 Unknown True
2317 Female 59.00 True True Rural 55.46 20.9 never smoked True
2318 Female 48.00 True True Urban 113.87 28.9 never smoked True
2319 Male 49.00 True True Rural 96.35 35.9 never smoked True
2320 Female 44.00 True True Urban 127.21 29.8 smokes True
2321 Female 39.00 True True Urban 78.90 26.7 never smoked True
2322 Male 34.00 True True Urban 59.91 28.4 formerly smoked True
2323 Male 50.00 True True Urban 160.94 26.7 smokes True
2324 Male 62.00 True True Rural 59.61 32.5 Unknown True
2325 Female 38.00 True True Urban 87.94 43.8 never smoked True
2326 Female 43.00 True True Rural 97.55 28.3 formerly smoked True
2327 Male 28.00 True True Urban 116.02 36.6 formerly smoked True
2328 Female 58.00 True True Rural 127.32 33.1 smokes True
2329 Male 28.00 True True Urban 75.50 27.0 smokes True
2330 Male 18.00 True True Urban 79.35 23.6 Unknown True
2331 Male 31.00 True True Rural 108.56 21.8 never smoked True
2332 Male 55.00 True True Urban 168.06 23.5 smokes True
2333 Female 54.00 True True Urban 75.52 28.7 formerly smoked True
2334 Male 73.00 True True Rural 82.15 31.6 formerly smoked True
2335 Male 26.00 True True Urban 200.28 31.9 formerly smoked True
2336 Male 73.00 True True Rural 62.44 25.2 smokes True
2337 Female 38.00 True True Rural 84.31 25.9 smokes True
2338 Male 75.00 True True Rural 221.43 32.5 Unknown True
2339 Male 81.00 True True Urban 165.47 28.1 Unknown True
2340 Female 20.00 True True Rural 96.69 27.4 smokes True
2341 Female 12.00 True True Urban 63.98 21.2 formerly smoked True
2342 Male 78.00 True True Urban 145.03 26.8 formerly smoked True
2343 Female 42.00 True True Urban 98.53 18.5 never smoked True
2344 Male 16.00 True True Rural 134.23 30.6 Unknown True
2345 Male 4.00 True True Rural 62.48 19.9 Unknown True
2346 Male 60.00 True True Rural 70.52 26.5 formerly smoked True
2347 Female 45.00 True True Urban 93.21 43.8 never smoked True
2348 Male 23.00 True True Rural 82.39 31.8 Unknown True
2349 Male 21.00 True True Rural 88.29 36.6 smokes True
2350 Female 67.00 True True Rural 80.18 22.9 formerly smoked True
2351 Male 10.00 True True Rural 84.02 18.7 never smoked True
2352 Female 24.00 True True Rural 69.72 29.6 never smoked True
2353 Male 50.00 True True Urban 192.16 43.6 never smoked True
2354 Male 14.00 True True Urban 101.87 20.3 never smoked True
2355 Female 13.00 True True Rural 77.55 21.3 Unknown True
2356 Male 71.00 True True Urban 215.72 39.2 smokes True
2357 Male 32.00 True True Rural 91.93 30.2 never smoked True
2358 Male 46.00 True True Urban 58.63 35.3 never smoked True
2359 Male 48.00 True True Urban 173.14 37.0 smokes True
2360 Female 45.00 True True Urban 106.83 32.1 formerly smoked True
2361 Male 55.00 True True Urban 84.44 30.5 formerly smoked True
2362 Female 31.00 True True Urban 92.16 22.8 never smoked True
2363 Male 25.00 True True Urban 85.96 34.5 formerly smoked True
2364 Male 73.00 True True Rural 202.57 37.4 never smoked True
2365 Female 14.00 True True Rural 65.41 19.5 Unknown True
2366 Male 60.00 True True Rural 62.60 30.4 Unknown True
2367 Male 27.00 True True Urban 150.10 25.3 never smoked True
2368 Female 28.00 True True Rural 94.15 23.1 smokes True
2369 Male 46.00 True True Urban 65.50 30.7 never smoked True
2370 Female 11.00 True True Urban 81.31 18.8 never smoked True
2371 Female 63.00 True True Rural 78.96 28.6 never smoked True
2372 Female 59.00 True True Rural 123.47 27.5 Unknown True
2373 Male 57.00 True True Urban 90.40 26.5 never smoked True
2374 Female 35.00 True True Urban 71.59 40.3 never smoked True
2375 Male 54.00 True True Rural 209.50 37.9 formerly smoked True
2376 Male 7.00 True True Urban 86.60 17.1 Unknown True
2377 Male 69.00 True True Rural 87.93 33.6 never smoked True
2378 Male 59.00 True True Rural 203.16 43.4 Unknown True
2379 Female 72.00 True True Rural 112.12 30.5 never smoked True
2380 Male 49.00 True True Urban 92.02 38.1 never smoked True
2381 Female 73.00 True True Rural 60.98 29.9 formerly smoked True
2382 Female 24.00 True True Urban 86.35 32.7 never smoked True
2383 Male 26.00 True True Rural 71.26 28.6 Unknown True
2384 Male 27.00 True True Urban 72.61 38.5 never smoked True
2385 Female 78.00 True True Urban 110.78 22.9 never smoked True
2386 Female 77.00 True True Urban 99.78 38.0 never smoked True
2387 Female 59.00 True True Rural 201.45 43.8 smokes True
2388 Male 0.32 True True Urban 127.78 20.8 Unknown True
2389 Male 39.00 True True Rural 121.32 26.8 never smoked True
2390 Female 35.00 True True Urban 83.89 25.5 never smoked True
2391 Female 75.00 True True Urban 206.15 25.4 never smoked True
2392 Female 80.00 True True Rural 102.90 26.7 Unknown True
2393 Female 22.00 True True Urban 123.23 21.3 Unknown True
2394 Male 39.00 True True Rural 71.30 34.7 never smoked True
2395 Male 6.00 True True Rural 79.05 17.9 Unknown True
2396 Female 62.00 True True Rural 102.21 36.3 never smoked True
2397 Female 13.00 True True Urban 105.22 18.4 Unknown True
2398 Male 56.00 True True Rural 84.58 34.5 Unknown True
2399 Male 53.00 True True Urban 77.30 33.4 never smoked True
2400 Male 5.00 True True Rural 74.79 19.4 Unknown True
2401 Female 44.00 True True Rural 88.75 25.6 Unknown True
2402 Male 13.00 True True Rural 97.97 24.5 never smoked True
2403 Female 59.00 True True Rural 79.18 30.0 Unknown True
2404 Female 35.00 True True Urban 81.33 28.9 never smoked True
2405 Female 52.00 True True Urban 126.68 28.1 never smoked True
2406 Female 76.00 True True Urban 196.61 23.0 never smoked True
2407 Female 51.00 True True Urban 219.92 33.5 formerly smoked True
2408 Female 79.00 True True Rural 79.16 34.8 formerly smoked True
2409 Female 69.00 True True Urban 99.68 17.6 formerly smoked True
2410 Female 78.00 True True Urban 79.55 21.1 formerly smoked True
2411 Male 60.00 True True Rural 87.86 29.0 formerly smoked True
2412 Male 10.00 True True Urban 76.92 15.8 Unknown True
2413 Male 42.00 True True Rural 77.24 41.2 Unknown True
2414 Male 21.00 True True Urban 120.94 29.7 formerly smoked True
2415 Female 56.00 True True Rural 77.66 40.8 never smoked True
2416 Male 59.00 True True Rural 231.95 33.2 never smoked True
2417 Female 69.00 True True Urban 111.48 37.0 smokes True
2418 Female 25.00 True True Urban 84.25 24.5 Unknown True
2419 Male 63.00 True True Rural 216.38 34.5 never smoked True
2420 Male 25.00 True True Rural 95.01 28.0 never smoked True
2421 Female 58.00 True True Urban 105.74 26.8 formerly smoked True
2422 Female 28.00 True True Rural 58.41 21.0 Unknown True
2423 Female 46.00 True True Urban 56.89 23.8 smokes True
2424 Male 53.00 True True Urban 86.25 29.3 never smoked True
2425 Female 37.00 True True Rural 86.49 24.4 Unknown True
2426 Male 12.00 True True Rural 115.47 22.6 Unknown True
2427 Female 14.00 True True Rural 92.22 22.8 Unknown True
2428 Female 60.00 True True Rural 83.16 29.7 smokes True
2429 Male 42.00 True True Rural 110.68 32.4 formerly smoked True
2430 Female 65.00 True True Rural 70.06 35.8 Unknown True
2431 Male 80.00 True True Urban 213.33 31.1 formerly smoked True
2432 Male 32.00 True True Urban 93.52 31.9 Unknown True
2433 Female 53.00 True True Rural 87.62 33.7 smokes True
2434 Female 50.00 True True Rural 77.67 25.6 never smoked True
2435 Female 23.00 True True Rural 95.66 19.9 smokes True
2436 Female 45.00 True True Urban 172.33 45.3 formerly smoked True
2437 Female 0.80 True True Urban 106.59 15.5 Unknown True
2438 Male 49.00 True True Urban 87.06 28.3 never smoked True
2439 Male 70.00 True True Rural 93.02 40.2 formerly smoked True
2440 Female 82.00 True True Urban 243.59 24.3 never smoked True
2441 Male 23.00 True True Urban 86.70 24.6 Unknown True
2442 Female 79.00 True True Rural 97.81 26.6 formerly smoked True
2443 Female 74.00 True True Urban 116.04 30.9 never smoked True
2444 Male 78.00 True True Urban 169.43 23.5 formerly smoked True
2445 Female 50.00 True True Rural 68.41 23.9 smokes True
2446 Female 34.00 True True Rural 94.44 34.2 Unknown True
2447 Male 47.00 True True Urban 73.48 34.9 smokes True
2448 Female 52.00 True True Rural 183.87 26.2 never smoked True
2449 Female 67.00 True True Rural 66.08 36.2 never smoked True
2450 Female 62.00 True True Rural 72.19 22.4 Unknown True
2451 Female 18.00 True True Rural 101.09 19.3 smokes True
2452 Female 75.00 True True Urban 88.83 41.7 never smoked True
2453 Female 42.00 True True Rural 69.99 46.0 smokes True
2454 Male 29.00 True True Urban 102.40 26.9 smokes True
2455 Male 52.00 True True Rural 87.26 40.1 smokes True
2456 Female 18.00 True True Urban 146.59 27.7 Unknown True
2457 Male 67.00 True True Rural 59.00 29.5 Unknown True
2458 Female 66.00 True True Urban 76.83 26.0 never smoked True
2459 Male 5.00 True True Urban 101.83 22.7 Unknown True
2460 Female 18.00 True True Urban 90.92 16.0 never smoked True
2461 Male 52.00 True True Urban 67.50 27.7 smokes True
2462 Female 44.00 True True Urban 97.16 33.1 Unknown True
2463 Male 46.00 True True Urban 85.62 33.1 formerly smoked True
2464 Female 36.00 True True Rural 129.43 29.7 never smoked True
2465 Female 61.00 True True Urban 106.01 34.0 smokes True
2466 Female 7.00 True True Rural 114.82 33.3 Unknown True
2467 Female 15.00 True True Urban 121.39 27.0 Unknown True
2468 Male 61.00 True True Urban 227.98 14.2 Unknown True
2469 Male 20.00 True True Urban 78.97 19.4 never smoked True
2470 Female 2.00 True True Urban 84.12 15.3 Unknown True
2471 Male 47.00 True True Urban 95.04 28.7 never smoked True
2472 Female 25.00 True True Rural 103.15 21.0 smokes True
2473 Male 66.00 True True Urban 82.91 28.9 formerly smoked True
2474 Male 2.00 True True Urban 70.93 20.3 Unknown True
2475 Female 63.00 True True Rural 153.60 28.0 formerly smoked True
2476 Female 53.00 True True Urban 129.43 29.6 never smoked True
2477 Female 33.00 True True Rural 81.00 30.2 formerly smoked True
2478 Female 23.00 True True Rural 71.81 22.2 Unknown True
2479 Female 23.00 True True Urban 84.46 28.4 formerly smoked True
2480 Female 81.00 True True Rural 101.32 29.6 formerly smoked True
2481 Male 55.00 True True Urban 62.56 28.6 never smoked True
2482 Female 69.00 True True Urban 208.20 32.6 formerly smoked True
2483 Male 58.00 True True Urban 199.42 29.0 never smoked True
2484 Female 70.00 True True Urban 91.28 30.1 Unknown True
2485 Female 48.00 True True Urban 77.99 31.2 formerly smoked True
2486 Male 15.00 True True Urban 190.13 20.7 never smoked True
2487 Male 31.00 True True Urban 149.68 45.1 never smoked True
2488 Female 2.00 True True Rural 92.30 14.8 Unknown True
2489 Male 80.00 True True Rural 235.54 37.4 formerly smoked True
2490 Female 69.00 True True Rural 84.46 19.9 Unknown True
2491 Female 52.00 True True Rural 68.70 16.0 Unknown True
2492 Male 80.00 True True Urban 178.89 27.4 Unknown True
2493 Male 54.00 True True Rural 227.74 33.4 smokes True
2494 Female 2.00 True True Rural 100.66 18.5 Unknown True
2495 Male 39.00 True True Urban 73.62 33.4 Unknown True
2496 Female 38.00 True True Rural 100.05 20.8 smokes True
2497 Male 76.00 True True Rural 213.80 22.0 never smoked True
2498 Female 45.00 True True Rural 103.94 32.5 smokes True
2499 Female 1.24 True True Urban 84.20 19.2 Unknown True
2500 Female 77.00 True True Urban 250.80 32.9 never smoked True
2501 Female 46.00 True True Rural 112.29 23.5 Unknown True
2502 Female 50.00 True True Urban 65.98 21.7 never smoked True
2503 Female 52.00 True True Urban 99.10 29.1 Unknown True
2504 Male 41.00 True True Urban 104.34 30.3 Unknown True
2505 Female 40.00 True True Rural 217.00 29.4 formerly smoked True
2506 Female 59.00 True True Rural 57.47 30.1 formerly smoked True
2507 Male 48.00 True True Urban 78.24 32.9 never smoked True
2508 Female 42.00 True True Rural 94.38 34.0 never smoked True
2509 Female 26.00 True True Urban 100.31 38.6 never smoked True
2510 Male 39.00 True True Urban 74.29 29.3 smokes True
2511 Female 34.00 True True Rural 103.43 43.6 smokes True
2512 Female 54.00 True True Urban 99.83 22.7 formerly smoked True
2513 Female 57.00 True True Urban 217.40 36.6 never smoked True
2514 Female 1.56 True True Urban 71.81 22.6 Unknown True
2515 Female 50.00 True True Urban 79.79 25.6 smokes True
2516 Female 64.00 True True Urban 190.92 31.4 never smoked True
2517 Male 44.00 True True Urban 94.76 26.0 formerly smoked True
2518 Male 38.00 True True Urban 101.43 27.0 formerly smoked True
2519 Male 32.00 True True Rural 115.86 33.3 never smoked True
2520 Male 17.00 True True Rural 95.27 17.3 Unknown True
2521 Male 81.00 True True Rural 89.02 26.9 never smoked True
2522 Male 15.00 True True Urban 77.55 24.8 Unknown True
2523 Female 5.00 True True Urban 75.86 20.0 Unknown True
2524 Male 70.00 True True Rural 93.62 35.8 never smoked True
2525 Male 52.00 True True Rural 72.71 36.9 formerly smoked True
2526 Female 67.00 True True Rural 94.45 29.6 formerly smoked True
2527 Male 61.00 True True Urban 84.12 25.1 formerly smoked True
2528 Male 58.00 True True Rural 99.83 36.3 smokes True
2529 Female 12.00 True True Rural 150.03 28.2 never smoked True
2530 Female 30.00 True True Urban 69.67 35.8 formerly smoked True
2531 Female 65.00 True True Urban 77.46 30.9 formerly smoked True
2532 Female 23.00 True True Urban 100.54 22.1 smokes True
2533 Male 14.00 True True Rural 142.38 17.6 never smoked True
2534 Male 27.00 True True Rural 110.87 29.5 smokes True
2535 Female 53.00 True True Urban 73.60 27.0 never smoked True
2536 Female 58.00 True True Rural 59.52 33.2 never smoked True
2537 Male 9.00 True True Urban 142.68 24.4 Unknown True
2538 Male 59.00 True True Urban 182.90 34.4 smokes True
2539 Female 46.00 True True Urban 75.28 36.7 formerly smoked True
2540 Female 41.00 True True Rural 100.75 27.2 never smoked True
2541 Male 55.00 True True Rural 163.82 27.5 never smoked True
2542 Female 43.00 True True Urban 110.42 32.6 smokes True
2543 Female 36.00 True True Rural 107.99 25.5 never smoked True
2544 Female 36.00 True True Rural 90.22 28.7 formerly smoked True
2545 Female 47.00 True True Rural 143.45 23.8 never smoked True
2546 Female 18.00 True True Rural 78.57 34.4 Unknown True
2547 Male 19.00 True True Rural 79.82 26.1 Unknown True
2548 Male 65.00 True True Urban 95.88 28.5 never smoked True
2549 Male 17.00 True True Urban 123.04 29.6 never smoked True
2550 Male 54.00 True True Urban 92.34 29.4 smokes True
2551 Female 46.00 True True Rural 116.84 28.2 never smoked True
2552 Female 59.00 True True Urban 90.04 28.7 formerly smoked True
2553 Female 48.00 True True Rural 255.17 38.1 formerly smoked True
2554 Female 18.00 True True Urban 123.66 22.2 never smoked True
2555 Female 56.00 True True Urban 112.16 25.7 Unknown True
2556 Male 3.00 True True Urban 88.43 17.7 Unknown True
2557 Female 41.00 True True Urban 86.03 26.4 never smoked True
2558 Female 67.00 True True Urban 227.96 32.8 Unknown True
2559 Female 60.00 True True Rural 85.60 34.5 Unknown True
2560 Female 47.00 True True Rural 111.68 39.5 never smoked True
2561 Female 24.00 True True Urban 73.49 23.5 never smoked True
2562 Male 43.00 True True Urban 87.82 38.8 formerly smoked True
2563 Female 17.00 True True Rural 99.29 21.2 Unknown True
2564 Female 45.00 True True Rural 63.73 32.0 Unknown True
2565 Female 79.00 True True Urban 79.20 32.6 never smoked True
2566 Male 79.00 True True Urban 105.93 25.2 never smoked True
2567 Female 27.00 True True Urban 94.19 27.4 formerly smoked True
2568 Male 64.00 True True Rural 69.28 38.6 formerly smoked True
2569 Female 34.00 True True Urban 71.37 32.9 never smoked True
2570 Female 50.00 True True Urban 110.18 26.0 formerly smoked True
2571 Female 58.00 True True Rural 59.68 29.2 formerly smoked True
2572 Male 26.00 True True Urban 94.24 29.2 formerly smoked True
2573 Female 50.00 True True Rural 82.10 26.4 Unknown True
2574 Female 80.00 True True Urban 62.62 23.1 formerly smoked True
2575 Male 2.00 True True Urban 107.83 21.2 Unknown True
2576 Male 46.00 True True Urban 107.59 26.2 formerly smoked True
2577 Female 29.00 True True Urban 116.98 23.4 never smoked True
2578 Female 6.00 True True Rural 84.10 19.8 Unknown True
2579 Male 32.00 True True Urban 160.64 20.4 smokes True
2580 Female 44.00 True True Rural 81.13 34.1 never smoked True
2581 Female 23.00 True True Urban 88.19 18.3 never smoked True
2582 Male 48.00 True True Rural 127.13 35.0 Unknown True
2583 Female 34.00 True True Rural 119.61 26.4 Unknown True
2584 Male 78.00 True True Urban 143.47 27.6 formerly smoked True
2585 Female 42.00 True True Rural 84.60 27.0 smokes True
2586 Female 40.00 True True Rural 158.93 31.3 smokes True
2587 Male 10.00 True True Rural 68.94 18.0 Unknown True
2588 Female 39.00 True True Rural 69.38 22.1 Unknown True
2589 Female 42.00 True True Urban 72.00 34.4 never smoked True
2590 Male 47.00 True True Rural 57.76 33.2 smokes True
2591 Male 14.00 True True Rural 108.65 23.1 never smoked True
2592 Male 45.00 True True Rural 65.42 39.7 never smoked True
2593 Male 58.00 True True Rural 78.93 40.7 formerly smoked True
2594 Female 73.00 True True Rural 98.34 30.9 Unknown True
2595 Female 62.00 True True Rural 82.57 27.5 Unknown True
2596 Female 62.00 True True Urban 124.37 28.3 never smoked True
2597 Female 51.00 True True Urban 100.96 33.4 never smoked True
2598 Male 0.80 True True Urban 75.22 33.1 Unknown True
2599 Female 57.00 True True Urban 59.85 41.5 never smoked True
2600 Female 8.00 True True Rural 104.75 17.1 Unknown True
2601 Female 69.00 True True Rural 70.98 30.0 Unknown True
2602 Female 16.00 True True Rural 92.77 24.9 Unknown True
2603 Female 56.00 True True Urban 82.12 32.5 smokes True
2604 Female 41.00 True True Rural 106.35 26.1 never smoked True
2605 Female 1.24 True True Rural 77.33 19.2 Unknown True
2606 Female 42.00 True True Urban 96.01 38.7 Unknown True
2607 Male 57.00 True True Urban 107.49 29.5 never smoked True
2608 Male 20.00 True True Rural 88.47 28.1 smokes True
2609 Female 8.00 True True Rural 87.92 14.1 Unknown True
2610 Male 43.00 True True Urban 91.13 33.9 never smoked True
2611 Male 62.00 True True Rural 80.72 26.0 formerly smoked True
2612 Female 63.00 True True Rural 60.22 29.2 never smoked True
2613 Male 80.00 True True Rural 82.41 26.3 smokes True
2614 Female 13.00 True True Urban 75.78 23.6 Unknown True
2615 Female 20.00 True True Rural 102.42 18.6 never smoked True
2616 Female 71.00 True True Rural 98.45 29.7 Unknown True
2617 Female 50.00 True True Urban 93.51 30.9 smokes True
2618 Female 76.00 True True Rural 113.68 22.8 Unknown True
2619 Female 41.00 True True Rural 97.41 25.5 never smoked True
2620 Male 76.00 True True Urban 58.65 25.6 smokes True
2621 Female 78.00 True True Rural 81.68 23.0 Unknown True
2622 Male 5.00 True True Urban 148.52 20.6 Unknown True
2623 Female 43.00 True True Rural 142.12 28.4 smokes True
2624 Female 49.00 True True Urban 125.30 29.7 formerly smoked True
2625 Male 70.00 True True Rural 118.81 26.0 smokes True
2626 Male 24.00 True True Urban 84.16 37.5 smokes True
2627 Female 41.00 True True Urban 78.74 42.3 smokes True
2628 Male 20.00 True True Urban 57.51 21.4 Unknown True
2629 Male 34.00 True True Urban 61.11 29.3 never smoked True
2630 Male 32.00 True True Urban 78.30 31.0 Unknown True
2631 Male 27.00 True True Urban 76.19 22.0 never smoked True
2632 Female 44.00 True True Rural 115.99 20.9 never smoked True
2633 Male 20.00 True True Rural 100.80 45.9 never smoked True
2634 Female 57.00 True True Rural 93.85 29.1 never smoked True
2635 Male 29.00 True True Rural 94.69 28.4 smokes True
2636 Female 16.00 True True Urban 136.23 22.6 Unknown True
2637 Female 35.00 True True Rural 56.12 24.2 smokes True
2638 Female 5.00 True True Rural 93.03 16.3 Unknown True
2639 Male 63.00 True True Rural 196.81 35.9 never smoked True
2640 Male 59.00 True True Rural 87.81 29.8 formerly smoked True
2641 Male 63.00 True True Urban 222.66 37.0 formerly smoked True
2642 Male 52.00 True True Rural 223.58 35.8 never smoked True
2643 Female 50.00 True True Urban 85.77 21.1 never smoked True
2644 Female 43.00 True True Rural 88.23 37.6 Unknown True
2645 Female 27.00 True True Urban 73.65 24.8 Unknown True
2646 Male 30.00 True True Urban 141.80 31.9 never smoked True
2647 Female 8.00 True True Rural 92.65 17.5 Unknown True
2648 Male 14.00 True True Rural 61.04 17.6 Unknown True
2649 Female 23.00 True True Rural 102.88 38.9 Unknown True
2650 Male 6.00 True True Urban 123.39 15.2 Unknown True
2651 Female 37.00 True True Rural 67.07 27.4 never smoked True
2652 Male 38.00 True True Rural 69.88 27.9 smokes True
2653 Male 3.00 True True Urban 57.02 16.1 Unknown True
2654 Female 26.00 True True Urban 123.81 39.0 never smoked True
2655 Female 58.00 True True Rural 73.36 36.6 formerly smoked True
2656 Male 57.00 True True Rural 90.54 33.7 never smoked True
2657 Male 58.00 True True Urban 69.24 27.6 never smoked True
2658 Male 76.00 True True Urban 192.39 31.0 never smoked True
2659 Female 79.00 True True Urban 74.35 28.5 formerly smoked True
2660 Male 34.00 True True Rural 71.94 31.4 smokes True
2661 Male 75.00 True True Rural 82.35 25.3 never smoked True
2662 Male 11.00 True True Rural 73.28 17.2 never smoked True
2663 Male 71.00 True True Rural 97.57 26.9 Unknown True
2664 Female 40.00 True True Rural 83.30 32.0 smokes True
2665 Female 24.00 True True Urban 85.07 22.5 Unknown True
2666 Male 0.64 True True Urban 60.40 17.3 Unknown True
2667 Female 82.00 True True Urban 79.96 27.0 formerly smoked True
2668 Male 32.00 True True Rural 70.96 33.1 Unknown True
2669 Female 81.00 True True Urban 82.86 25.0 never smoked True
2670 Female 79.00 True True Rural 201.38 31.1 never smoked True
2671 Female 62.00 True True Urban 91.82 19.6 Unknown True
2672 Male 39.00 True True Rural 91.85 24.7 smokes True
2673 Female 60.00 True True Urban 99.23 48.0 formerly smoked True
2674 Male 48.00 True True Urban 68.13 38.0 formerly smoked True
2675 Male 24.00 True True Rural 93.76 24.0 formerly smoked True
2676 Female 70.00 True True Rural 103.89 30.0 never smoked True
2677 Female 17.00 True True Urban 87.39 24.6 Unknown True
2678 Female 56.00 True True Urban 89.53 23.1 Unknown True
2679 Female 3.00 True True Urban 66.61 17.4 Unknown True
2680 Male 65.00 True True Rural 236.14 43.1 Unknown True
2681 Male 72.00 True True Urban 99.76 27.1 formerly smoked True
2682 Male 10.00 True True Urban 87.09 14.3 Unknown True
2683 Male 29.00 True True Urban 193.81 46.8 never smoked True
2684 Female 44.00 True True Rural 97.27 26.0 never smoked True
2685 Male 46.00 True True Urban 137.77 29.3 never smoked True
2686 Male 0.24 True True Urban 58.35 18.6 Unknown True
2687 Male 55.00 True True Urban 68.79 27.0 never smoked True
2688 Female 56.00 True True Urban 94.19 25.7 never smoked True
2689 Male 50.00 True True Rural 121.17 25.5 formerly smoked True
2690 Male 78.00 True True Rural 106.41 27.3 never smoked True
2691 Male 63.00 True True Rural 104.79 24.1 Unknown True
2692 Female 31.00 True True Urban 82.18 42.7 never smoked True
2693 Male 65.00 True True Urban 96.81 41.2 smokes True
2694 Male 51.00 True True Rural 107.42 20.2 formerly smoked True
2695 Male 60.00 True True Rural 69.20 30.9 never smoked True
2696 Male 69.00 True True Urban 92.73 27.7 never smoked True
2697 Female 23.00 True True Urban 86.11 22.3 never smoked True
2698 Male 46.00 True True Rural 111.78 39.4 smokes True
2699 Female 16.00 True True Urban 122.26 34.2 never smoked True
2700 Female 26.00 True True Rural 78.16 20.1 never smoked True
2701 Female 44.00 True True Rural 105.77 36.8 never smoked True
2702 Female 23.00 True True Urban 77.53 33.9 formerly smoked True
2703 Female 38.00 True True Urban 77.35 27.7 never smoked True
2704 Female 63.00 True True Rural 239.95 32.2 smokes True
2705 Male 23.00 True True Urban 61.96 22.0 smokes True
2706 Male 32.00 True True Rural 72.10 23.2 never smoked True
2707 Male 8.00 True True Rural 107.97 26.7 Unknown True
2708 Male 77.00 True True Urban 60.77 23.0 smokes True
2709 Female 41.00 True True Urban 71.06 23.4 never smoked True
2710 Female 34.00 True True Urban 60.36 24.1 never smoked True
2711 Male 25.00 True True Urban 83.33 31.5 Unknown True
2712 Female 35.00 True True Urban 65.33 26.1 never smoked True
2713 Male 15.00 True True Urban 113.28 23.7 never smoked True
2714 Male 1.64 True True Urban 170.88 20.8 Unknown True
2715 Male 4.00 True True Urban 103.34 18.8 Unknown True
2716 Female 33.00 True True Rural 106.08 32.5 formerly smoked True
2717 Male 28.00 True True Urban 156.45 24.3 never smoked True
2718 Female 37.00 True True Urban 60.05 24.1 Unknown True
2719 Female 50.00 True True Rural 114.05 32.5 never smoked True
2720 Female 76.00 True True Urban 202.21 39.3 formerly smoked True
2721 Female 72.00 True True Rural 57.28 23.9 never smoked True
2722 Male 16.00 True True Rural 99.49 22.0 Unknown True
2723 Male 44.00 True True Urban 63.60 37.3 never smoked True
2724 Male 46.00 True True Urban 80.01 33.0 formerly smoked True
2725 Male 46.00 True True Urban 58.42 24.7 formerly smoked True
2726 Female 73.00 True True Urban 67.38 32.8 formerly smoked True
2727 Female 29.00 True True Rural 73.58 29.8 Unknown True
2728 Male 19.00 True True Urban 103.92 24.1 Unknown True
2729 Female 27.00 True True Rural 80.22 21.6 never smoked True
2730 Female 36.00 True True Rural 103.76 27.1 never smoked True
2731 Female 61.00 True True Urban 77.06 27.0 never smoked True
2732 Female 9.00 True True Rural 90.22 18.7 Unknown True
2733 Female 25.00 True True Urban 181.30 35.8 never smoked True
2734 Female 68.00 True True Rural 85.29 27.1 formerly smoked True
2735 Female 26.00 True True Urban 107.59 33.1 smokes True
2736 Female 17.00 True True Urban 87.72 25.9 smokes True
2737 Male 75.00 True True Rural 70.73 26.7 smokes True
2738 Male 34.00 True True Urban 72.75 22.2 Unknown True
2739 Male 53.00 True True Rural 95.47 26.0 smokes True
2740 Female 18.00 True True Urban 70.54 23.5 Unknown True
2741 Male 48.00 True True Urban 100.03 23.5 never smoked True
2742 Female 5.00 True True Rural 59.78 15.9 Unknown True
2743 Male 79.00 True True Urban 198.79 24.9 never smoked True
2744 Male 16.00 True True Rural 90.39 26.5 never smoked True
2745 Female 32.00 True True Rural 147.04 35.7 Unknown True
2746 Male 55.00 True True Rural 64.92 32.1 smokes True
2747 Female 70.00 True True Rural 154.60 28.5 formerly smoked True
2748 Female 51.00 True True Urban 95.98 40.1 smokes True
2749 Female 39.00 True True Rural 102.51 26.6 smokes True
2750 Male 79.00 True True Urban 96.52 21.7 Unknown True
2751 Male 80.00 True True Rural 232.12 28.8 never smoked True
2752 Female 34.00 True True Rural 78.12 32.0 Unknown True
2753 Male 59.00 True True Urban 70.04 31.4 never smoked True
2754 Female 54.00 True True Rural 97.61 32.1 smokes True
2755 Female 22.00 True True Urban 113.11 19.8 Unknown True
2756 Female 21.00 True True Rural 71.06 25.3 formerly smoked True
2757 Female 4.00 True True Rural 104.95 28.8 Unknown True
2758 Female 26.00 True True Urban 81.94 26.0 smokes True
2759 Male 62.00 True True Urban 96.37 30.7 formerly smoked True
2760 Female 33.00 True True Rural 114.16 43.3 never smoked True
2761 Male 51.00 True True Rural 93.58 35.2 smokes True
2762 Female 75.00 True True Urban 73.89 20.9 Unknown True
2763 Male 42.00 True True Rural 107.83 35.3 smokes True
2764 Female 82.00 True True Urban 107.21 27.0 formerly smoked True
2765 Female 61.00 True True Rural 99.35 26.1 smokes True
2766 Female 62.00 True True Rural 203.57 29.1 Unknown True
2767 Male 59.00 True True Rural 81.51 32.6 never smoked True
2768 Female 31.00 True True Rural 69.26 21.8 formerly smoked True
2769 Male 12.00 True True Urban 111.47 32.3 never smoked True
2770 Female 76.00 True True Rural 86.09 28.1 never smoked True
2771 Male 71.00 True True Rural 72.94 32.3 formerly smoked True
2772 Female 15.00 True True Urban 76.77 21.7 Unknown True
2773 Male 44.00 True True Rural 60.32 25.0 never smoked True
2774 Male 30.00 True True Rural 133.24 28.9 never smoked True
2775 Female 47.00 True True Rural 65.01 21.7 formerly smoked True
2776 Female 47.00 True True Urban 74.63 45.3 never smoked True
2777 Female 60.00 True True Rural 230.78 40.2 never smoked True
2778 Male 62.00 True True Urban 72.50 22.5 formerly smoked True
2779 Female 47.00 True True Urban 68.48 21.3 never smoked True
2780 Male 78.00 True True Urban 85.03 26.1 formerly smoked True
2781 Female 35.00 True True Urban 80.76 28.8 smokes True
2782 Female 57.00 True True Rural 95.36 32.4 formerly smoked True
2783 Male 12.00 True True Urban 110.33 20.4 Unknown True
2784 Male 26.00 True True Urban 89.18 25.9 formerly smoked True
2785 Male 33.00 True True Rural 91.53 38.8 formerly smoked True
2786 Male 60.00 True True Rural 65.16 30.8 never smoked True
2787 Female 35.00 True True Rural 74.53 24.6 never smoked True
2788 Female 10.00 True True Rural 93.29 20.6 Unknown True
2789 Male 50.00 True True Urban 227.89 38.8 formerly smoked True
2790 Female 44.00 True True Urban 121.46 40.4 Unknown True
2791 Female 41.00 True True Rural 216.71 36.2 never smoked True
2792 Female 7.00 True True Rural 74.96 18.8 Unknown True
2793 Male 45.00 True True Rural 75.25 27.6 smokes True
2794 Female 60.00 True True Rural 91.82 28.3 formerly smoked True
2795 Female 49.00 True True Urban 56.37 39.4 smokes True
2796 Female 45.00 True True Rural 149.15 33.5 Unknown True
2797 Female 55.00 True True Urban 202.67 40.4 formerly smoked True
2798 Female 54.00 True True Rural 65.38 25.9 Unknown True
2799 Female 39.00 True True Urban 90.31 27.6 smokes True
2800 Male 76.00 True True Rural 221.80 44.7 formerly smoked True
2801 Female 28.00 True True Rural 73.39 30.8 Unknown True
2802 Female 70.00 True True Urban 147.12 22.3 formerly smoked True
2803 Male 28.00 True True Urban 109.85 27.9 Unknown True
2804 Male 79.00 True True Rural 103.21 22.9 formerly smoked True
2805 Male 30.00 True True Urban 81.25 27.3 smokes True
2806 Female 26.00 True True Urban 84.69 25.0 never smoked True
2807 Female 57.00 True True Rural 87.10 48.3 smokes True
2808 Female 16.00 True True Rural 81.92 22.7 Unknown True
2809 Male 40.00 True True Urban 90.91 39.1 Unknown True
2810 Male 77.00 True True Urban 64.40 27.8 never smoked True
2811 Female 36.00 True True Rural 67.29 36.7 formerly smoked True
2812 Female 40.00 True True Urban 124.48 38.5 Unknown True
2813 Male 2.00 True True Urban 62.89 29.4 Unknown True
2814 Male 52.00 True True Urban 87.51 30.5 formerly smoked True
2815 Female 78.00 True True Urban 93.15 23.6 Unknown True
2816 Female 22.00 True True Urban 64.87 20.6 Unknown True
2817 Male 33.00 True True Urban 90.68 31.7 smokes True
2818 Male 40.00 True True Urban 104.64 24.9 Unknown True
2819 Female 20.00 True True Urban 92.44 33.4 never smoked True
2820 Male 19.00 True True Rural 120.46 22.2 Unknown True
2821 Male 25.00 True True Urban 89.87 26.5 never smoked True
2822 Female 23.00 True True Urban 105.28 27.1 formerly smoked True
2823 Female 28.00 True True Rural 131.80 30.3 never smoked True
2824 Female 6.00 True True Rural 66.33 18.6 Unknown True
2825 Female 37.00 True True Rural 101.07 26.4 Unknown True
2826 Female 10.00 True True Rural 83.37 17.8 formerly smoked True
2827 Female 34.00 True True Urban 79.80 37.4 smokes True
2828 Female 60.00 True True Rural 103.17 32.1 formerly smoked True
2829 Female 22.00 True True Urban 62.52 38.2 never smoked True
2830 Female 52.00 True True Urban 110.36 39.1 formerly smoked True
2831 Male 61.00 True True Rural 140.07 29.5 never smoked True
2832 Female 10.00 True True Rural 84.86 28.6 never smoked True
2833 Male 36.00 True True Rural 106.85 40.1 never smoked True
2834 Female 29.00 True True Rural 102.07 31.8 never smoked True
2835 Female 69.00 True True Urban 202.38 34.6 Unknown True
2836 Female 62.00 True True Urban 67.07 24.5 never smoked True
2837 Male 62.00 True True Rural 73.70 26.2 never smoked True
2838 Female 79.00 True True Urban 77.59 33.0 never smoked True
2839 Male 13.00 True True Rural 69.16 22.3 Unknown True
2840 Female 41.00 True True Rural 65.40 36.9 formerly smoked True
2841 Male 56.00 True True Urban 139.72 43.9 never smoked True
2842 Female 8.00 True True Urban 72.81 18.2 Unknown True
2843 Female 24.00 True True Urban 149.17 23.1 never smoked True
2844 Female 61.00 True True Urban 125.74 32.6 Unknown True
2845 Female 40.00 True True Urban 90.21 41.2 never smoked True
2846 Female 22.00 True True Urban 139.48 28.6 formerly smoked True
2847 Female 80.00 True True Urban 90.77 26.0 never smoked True
2848 Female 60.00 True True Urban 220.24 36.8 never smoked True
2849 Female 57.00 True True Rural 81.42 35.8 never smoked True
2850 Female 55.00 True True Urban 102.36 24.2 never smoked True
2851 Female 39.00 True True Urban 82.85 22.9 smokes True
2852 Female 51.00 True True Urban 102.11 23.1 never smoked True
2853 Male 77.00 True True Urban 80.92 28.9 smokes True
2854 Female 32.00 True True Rural 71.80 26.5 never smoked True
2855 Female 45.00 True True Urban 88.47 29.3 never smoked True
2856 Female 49.00 True True Urban 67.68 24.8 formerly smoked True
2857 Male 13.00 True True Rural 98.65 20.1 Unknown True
2858 Female 74.00 True True Rural 83.58 18.2 never smoked True
2859 Female 72.00 True True Rural 104.04 34.7 formerly smoked True
2860 Female 57.00 True True Rural 69.40 24.0 Unknown True
2861 Male 51.00 True True Urban 106.22 29.0 never smoked True
2862 Female 55.00 True True Rural 112.46 27.3 never smoked True
2863 Male 73.00 True True Rural 72.42 27.6 never smoked True
2864 Male 12.00 True True Rural 96.73 20.4 never smoked True
2865 Female 6.00 True True Urban 107.40 17.7 Unknown True
2866 Female 76.00 True True Urban 267.61 27.9 smokes True
2867 Female 38.00 True True Rural 109.46 41.5 never smoked True
2868 Female 50.00 True True Rural 120.05 27.4 Unknown True
2869 Female 75.00 True True Rural 106.33 27.8 Unknown True
2870 Female 1.16 True True Urban 97.28 17.8 Unknown True
2871 Male 32.00 True True Rural 83.13 32.0 smokes True
2872 Male 12.00 True True Urban 97.35 37.3 Unknown True
2873 Male 32.00 True True Urban 79.54 28.1 Unknown True
2874 Female 13.00 True True Urban 76.55 29.1 Unknown True
2875 Male 1.32 True True Urban 56.11 22.9 Unknown True
2876 Female 63.00 True True Rural 91.36 38.8 formerly smoked True
2877 Female 29.00 True True Rural 79.27 29.0 smokes True
2878 Male 53.00 True True Urban 113.21 28.6 smokes True
2879 Female 49.00 True True Urban 105.99 29.8 never smoked True
2880 Male 81.00 True True Rural 59.93 28.9 formerly smoked True
2881 Male 66.00 True True Rural 88.83 29.1 Unknown True
2882 Female 61.00 True True Urban 115.42 16.7 smokes True
2883 Female 52.00 True True Rural 71.93 34.1 Unknown True
2884 Male 8.00 True True Rural 96.43 25.7 Unknown True
2885 Male 82.00 True True Urban 161.95 30.8 never smoked True
2886 Female 43.00 True True Urban 104.55 23.9 smokes True
2887 Female 4.00 True True Urban 71.25 18.8 Unknown True
2888 Female 45.00 True True Urban 82.02 41.8 smokes True
2889 Female 62.00 True True Urban 78.02 36.4 never smoked True
2890 Male 42.00 True True Urban 115.21 28.7 Unknown True
2891 Female 72.00 True True Urban 65.12 28.3 never smoked True
2892 Female 9.00 True True Rural 80.55 15.1 Unknown True
2893 Female 31.00 True True Urban 88.20 22.7 never smoked True
2894 Female 20.00 True True Rural 147.42 26.6 Unknown True
2895 Male 22.00 True True Rural 86.53 20.8 never smoked True
2896 Female 23.00 True True Rural 91.95 23.0 Unknown True
2897 Female 57.00 True True Rural 63.72 35.8 smokes True
2898 Male 52.00 True True Rural 63.78 29.9 never smoked True
2899 Female 64.00 True True Urban 55.64 43.4 never smoked True
2900 Female 26.00 True True Urban 88.88 36.3 never smoked True
2901 Male 54.00 True True Urban 114.61 40.1 formerly smoked True
2902 Male 32.00 True True Rural 56.08 35.9 formerly smoked True
2903 Female 66.00 True True Rural 59.62 32.4 never smoked True
2904 Male 13.00 True True Urban 75.85 20.3 Unknown True
2905 Female 77.00 True True Rural 176.71 33.2 never smoked True
2906 Male 18.00 True True Urban 80.07 22.3 Unknown True
2907 Male 11.00 True True Rural 56.33 18.1 Unknown True
2908 Female 16.00 True True Urban 87.16 28.2 never smoked True
2909 Female 73.00 True True Rural 102.46 29.7 never smoked True
2910 Male 36.00 True True Rural 161.00 29.0 smokes True
2911 Male 10.00 True True Urban 70.70 25.4 Unknown True
2912 Female 54.00 True True Rural 81.26 26.5 Unknown True
2913 Female 42.00 True True Rural 157.67 22.7 formerly smoked True
2914 Female 52.00 True True Urban 89.59 27.5 Unknown True
2915 Male 32.00 True True Urban 64.02 23.8 smokes True
2916 Male 43.00 True True Rural 110.69 35.6 Unknown True
2917 Female 28.00 True True Rural 71.97 27.2 never smoked True
2918 Female 79.00 True True Rural 82.07 30.4 Unknown True
2919 Male 11.00 True True Rural 65.07 21.5 never smoked True
2920 Female 75.00 True True Rural 207.62 31.8 never smoked True
2921 Male 55.00 True True Urban 108.64 29.5 never smoked True
2922 Male 78.00 True True Urban 201.58 30.6 Unknown True
2923 Female 48.00 True True Urban 116.20 27.6 formerly smoked True
2924 Male 73.00 True True Rural 231.43 23.0 smokes True
2925 Female 56.00 True True Urban 112.62 24.8 never smoked True
2926 Male 54.00 True True Urban 220.26 28.0 formerly smoked True
2927 Female 55.00 True True Urban 84.37 22.2 Unknown True
2928 Female 65.00 True True Rural 82.83 27.8 formerly smoked True
2929 Female 69.00 True True Urban 102.48 30.2 formerly smoked True
2930 Female 29.00 True True Rural 69.12 26.8 never smoked True
2931 Female 64.00 True True Urban 211.12 22.0 never smoked True
2932 Female 16.00 True True Rural 95.38 34.3 formerly smoked True
2933 Female 75.00 True True Rural 108.72 29.2 formerly smoked True
2934 Female 17.00 True True Rural 88.65 30.3 never smoked True
2935 Male 24.00 True True Rural 73.78 21.4 smokes True
2936 Male 50.00 True True Rural 59.48 26.6 Unknown True
2937 Male 52.00 True True Rural 75.77 30.0 formerly smoked True
2938 Female 82.00 True True Rural 80.96 33.7 formerly smoked True
2939 Male 56.00 True True Rural 82.40 30.9 smokes True
2940 Male 56.00 True True Urban 78.93 31.1 Unknown True
2941 Male 18.00 True True Urban 80.59 23.0 Unknown True
2942 Female 33.00 True True Urban 70.59 20.2 Unknown True
2943 Female 57.00 True True Rural 98.57 31.6 never smoked True
2944 Male 30.00 True True Rural 61.87 23.9 Unknown True
2945 Female 52.00 True True Urban 68.88 26.1 Unknown True
2946 Female 3.00 True True Urban 66.25 15.8 Unknown True
2947 Male 44.00 True True Rural 69.23 28.7 smokes True
2948 Female 33.00 True True Rural 73.20 28.9 Unknown True
2949 Male 24.00 True True Urban 103.45 25.1 smokes True
2950 Female 24.00 True True Urban 104.86 19.8 never smoked True
2951 Male 54.00 True True Urban 90.30 30.8 smokes True
2952 Female 72.00 True True Rural 90.87 22.1 never smoked True
2953 Female 37.00 True True Rural 76.21 20.4 Unknown True
2954 Female 36.00 True True Rural 74.14 31.2 formerly smoked True
2955 Female 22.00 True True Urban 87.25 24.9 smokes True
2956 Female 68.00 True True Rural 215.33 27.0 formerly smoked True
2957 Male 24.00 True True Urban 88.38 20.1 smokes True
2958 Female 35.00 True True Rural 104.40 24.4 never smoked True
2959 Female 32.00 True True Urban 104.92 22.6 never smoked True
2960 Female 52.00 True True Urban 106.54 22.4 never smoked True
2961 Male 21.00 True True Rural 62.91 26.2 never smoked True
2962 Female 82.00 True True Rural 61.47 22.9 never smoked True
2963 Male 33.00 True True Rural 88.50 32.6 formerly smoked True
2964 Male 62.00 True True Rural 107.61 31.3 Unknown True
2965 Female 57.00 True True Urban 90.77 43.9 formerly smoked True
2966 Female 63.00 True True Urban 228.20 37.7 never smoked True
2967 Female 50.00 True True Urban 92.15 20.8 never smoked True
2968 Female 12.00 True True Urban 126.32 21.6 Unknown True
2969 Male 80.00 True True Rural 94.96 22.1 formerly smoked True
2970 Female 74.00 True True Urban 89.52 39.2 Unknown True
2971 Male 46.00 True True Rural 66.59 36.7 formerly smoked True
2972 Female 66.00 True True Urban 80.10 32.0 never smoked True
2973 Male 26.00 True True Urban 73.72 25.9 smokes True
2974 Female 70.00 True True Urban 90.49 28.9 formerly smoked True
2975 Female 62.00 True True Urban 92.99 29.3 formerly smoked True
2976 Male 15.00 True True Rural 62.57 32.3 never smoked True
2977 Male 67.00 True True Rural 65.51 33.2 formerly smoked True
2978 Male 63.00 True True Urban 95.29 31.6 smokes True
2979 Female 42.00 True True Urban 83.70 20.6 never smoked True
2980 Female 49.00 True True Rural 63.16 23.3 formerly smoked True
2981 Male 78.00 True True Urban 87.77 30.8 Unknown True
2982 Female 61.00 True True Urban 87.52 23.7 Unknown True
2983 Female 73.00 True True Rural 65.93 30.3 never smoked True
2984 Female 64.00 True True Urban 93.78 24.4 never smoked True
2985 Male 65.00 True True Rural 223.90 28.2 formerly smoked True
2986 Female 81.00 True True Urban 77.54 33.8 Unknown True
2987 Female 47.00 True True Urban 93.18 42.6 formerly smoked True
2988 Male 40.00 True True Rural 169.74 31.9 never smoked True
2989 Male 46.00 True True Urban 101.93 34.0 Unknown True
2990 Female 2.00 True True Urban 125.03 19.8 Unknown True
2991 Male 56.00 True True Urban 82.25 30.5 formerly smoked True
2992 Male 54.00 True True Urban 85.81 21.7 formerly smoked True
2993 Female 26.00 True True Rural 85.27 24.6 never smoked True
2994 Female 45.00 True True Urban 86.06 38.1 never smoked True
2995 Female 57.00 True True Urban 104.36 19.2 smokes True
2996 Female 78.00 True True Urban 78.29 30.1 formerly smoked True
2997 Male 2.00 True True Urban 93.55 23.3 Unknown True
2998 Male 76.00 True True Rural 207.96 34.5 formerly smoked True
2999 Female 51.00 True True Rural 105.52 30.8 never smoked True
3000 Female 54.00 True True Rural 109.27 43.8 formerly smoked True
3001 Female 36.00 True True Urban 91.34 29.9 never smoked True
3002 Female 25.00 True True Rural 67.73 22.6 never smoked True
3003 Female 7.00 True True Rural 73.27 19.5 Unknown True
3004 Female 76.00 True True Rural 70.29 33.4 formerly smoked True
3005 Female 45.00 True True Rural 91.47 24.2 Unknown True
3006 Female 45.00 True True Rural 73.87 25.6 Unknown True
3007 Female 79.00 True True Rural 64.44 26.9 formerly smoked True
3008 Female 25.00 True True Rural 111.65 35.2 formerly smoked True
3009 Female 53.00 True True Rural 90.65 22.1 formerly smoked True
3010 Female 35.00 True True Urban 94.20 34.4 smokes True
3011 Female 78.00 True True Urban 56.95 26.0 Unknown True
3012 Female 32.00 True True Rural 92.37 26.9 never smoked True
3013 Male 0.56 True True Rural 127.23 20.1 Unknown True
3014 Female 26.00 True True Rural 191.78 24.7 Unknown True
3015 Female 34.00 True True Rural 86.36 32.1 smokes True
3016 Female 65.00 True True Urban 82.72 29.8 smokes True
3017 Female 15.00 True True Urban 113.57 27.5 formerly smoked True
3018 Female 17.00 True True Urban 89.58 22.8 Unknown True
3019 Female 71.00 True True Rural 91.85 27.6 formerly smoked True
3020 Female 42.00 True True Urban 88.89 33.0 never smoked True
3021 Male 30.00 True True Urban 79.55 33.7 never smoked True
3022 Female 75.00 True True Urban 108.62 25.1 Unknown True
3023 Male 9.00 True True Urban 78.24 15.3 Unknown True
3024 Male 47.00 True True Rural 88.49 22.2 smokes True
3025 Female 75.00 True True Rural 91.85 21.4 formerly smoked True
3026 Female 61.00 True True Rural 72.01 26.0 formerly smoked True
3027 Male 61.00 True True Rural 81.96 29.9 never smoked True
3028 Female 27.00 True True Urban 70.56 28.6 smokes True
3029 Female 55.00 True True Urban 71.02 21.2 never smoked True
3030 Female 2.00 True True Rural 99.75 16.0 Unknown True
3031 Female 51.00 True True Urban 127.20 22.7 never smoked True
3032 Female 45.00 True True Rural 69.76 25.3 smokes True
3033 Male 36.00 True True Rural 74.63 31.6 formerly smoked True
3034 Male 46.00 True True Rural 102.27 38.9 formerly smoked True
3035 Female 48.00 True True Rural 73.56 27.1 smokes True
3036 Female 79.00 True True Urban 57.77 24.1 formerly smoked True
3037 Female 50.00 True True Urban 151.25 31.5 never smoked True
3038 Female 79.00 True True Urban 78.32 32.0 Unknown True
3039 Male 32.00 True True Rural 71.50 31.8 never smoked True
3040 Female 36.00 True True Urban 84.70 34.0 never smoked True
3041 Female 27.00 True True Urban 127.28 23.4 Unknown True
3042 Female 22.00 True True Rural 80.72 29.3 Unknown True
3043 Female 5.00 True True Rural 73.92 17.2 Unknown True
3044 Male 9.00 True True Urban 93.24 31.9 Unknown True
3045 Male 31.00 True True Urban 72.60 31.6 never smoked True
3046 Female 26.00 True True Rural 69.77 23.2 never smoked True
3047 Male 43.00 True True Urban 84.43 30.0 smokes True
3048 Female 33.00 True True Rural 84.13 26.3 never smoked True
3049 Male 34.00 True True Rural 81.54 31.8 formerly smoked True
3050 Male 66.00 True True Rural 57.17 25.5 formerly smoked True
3051 Female 44.00 True True Rural 86.15 21.3 never smoked True
3052 Female 56.00 True True Rural 163.02 29.6 never smoked True
3053 Female 67.00 True True Urban 110.41 28.7 never smoked True
3054 Male 18.00 True True Rural 102.58 30.8 never smoked True
3055 Male 55.00 True True Urban 90.97 32.1 Unknown True
3056 Male 61.00 True True Rural 140.96 34.0 smokes True
3057 Male 0.08 True True Rural 70.33 16.9 Unknown True
3058 Male 48.00 True True Rural 64.18 32.1 never smoked True
3059 Male 44.00 True True Rural 127.57 22.6 never smoked True
3060 Female 68.00 True True Urban 109.23 31.3 never smoked True
3061 Male 52.00 True True Urban 124.49 29.0 never smoked True
3062 Male 15.00 True True Rural 142.82 27.6 never smoked True
3063 Male 2.00 True True Rural 75.69 17.7 Unknown True
3064 Male 60.00 True True Urban 74.08 35.9 Unknown True
3065 Female 37.00 True True Urban 75.98 33.8 Unknown True
3066 Female 5.00 True True Rural 57.80 17.6 Unknown True
3067 Female 25.00 True True Urban 76.44 48.3 Unknown True
3068 Male 52.00 True True Urban 214.43 39.9 smokes True
3069 Male 61.00 True True Urban 66.46 31.5 formerly smoked True
3070 Male 36.00 True True Urban 56.42 29.6 never smoked True
3071 Male 34.00 True True Rural 112.72 19.4 Unknown True
3072 Female 2.00 True True Urban 114.02 18.1 Unknown True
3073 Male 43.00 True True Urban 72.33 36.2 smokes True
3074 Female 1.48 True True Rural 55.59 17.9 Unknown True
3075 Female 49.00 True True Rural 73.48 33.0 never smoked True
3076 Female 2.00 True True Urban 105.05 20.4 Unknown True
3077 Female 82.00 True True Urban 84.78 33.6 formerly smoked True
3078 Female 81.00 True True Rural 164.77 34.5 never smoked True
3079 Male 81.00 True True Rural 220.64 30.0 never smoked True
3080 Male 60.00 True True Urban 69.53 26.2 never smoked True
3081 Female 58.00 True True Urban 83.93 25.6 formerly smoked True
3082 Female 8.00 True True Rural 98.90 18.8 Unknown True
3083 Female 9.00 True True Urban 82.64 14.5 Unknown True
3084 Female 34.00 True True Rural 112.54 23.4 formerly smoked True
3085 Female 23.00 True True Rural 75.25 39.7 formerly smoked True
3086 Female 74.00 True True Urban 204.77 40.8 never smoked True
3087 Male 72.00 True True Urban 63.86 29.5 smokes True
3088 Male 47.00 True True Rural 72.20 33.0 Unknown True
3089 Female 56.00 True True Urban 80.08 25.6 never smoked True
3090 Male 5.00 True True Urban 101.61 33.1 Unknown True
3091 Male 27.00 True True Urban 114.32 28.1 Unknown True
3092 Male 13.00 True True Rural 90.60 16.9 never smoked True
3093 Female 41.00 True True Rural 93.67 35.9 Unknown True
3094 Female 50.00 True True Rural 87.15 32.1 never smoked True
3095 Female 41.00 True True Urban 80.72 34.1 smokes True
3096 Male 6.00 True True Urban 83.16 15.1 Unknown True
3097 Female 62.00 True True Rural 98.14 42.0 Unknown True
3098 Male 4.00 True True Urban 83.13 16.8 Unknown True
3099 Female 59.00 True True Rural 134.24 28.8 Unknown True
3100 Male 63.00 True True Urban 248.37 32.2 smokes True
3101 Male 9.00 True True Rural 61.75 16.2 Unknown True
3102 Male 41.00 True True Urban 70.55 44.2 Unknown True
3103 Female 72.00 True True Rural 124.38 23.4 formerly smoked True
3104 Female 45.00 True True Rural 92.21 31.0 never smoked True
3105 Male 80.00 True True Urban 148.72 28.7 never smoked True
3106 Female 19.00 True True Urban 79.25 23.6 Unknown True
3107 Male 37.00 True True Urban 82.09 35.7 smokes True
3108 Female 58.00 True True Urban 194.53 39.5 never smoked True
3109 Male 77.00 True True Rural 98.84 27.3 Unknown True
3110 Male 38.00 True True Rural 135.74 31.3 formerly smoked True
3111 Male 49.00 True True Rural 66.55 33.4 Unknown True
3112 Female 20.00 True True Urban 115.69 29.2 never smoked True
3113 Male 23.00 True True Rural 67.76 26.0 never smoked True
3114 Male 55.00 True True Rural 88.65 18.1 formerly smoked True
3115 Male 16.00 True True Rural 106.11 22.4 Unknown True
3116 Male 81.00 True True Rural 95.49 29.4 Unknown True
3117 Female 23.00 True True Urban 59.07 21.6 never smoked True
3118 Male 82.00 True True Urban 228.92 27.9 formerly smoked True
3119 Male 48.00 True True Rural 62.89 29.6 Unknown True
3120 Male 56.00 True True Rural 96.84 30.2 Unknown True
3121 Male 61.00 True True Rural 81.25 43.4 smokes True
3122 Male 43.00 True True Urban 92.71 30.5 formerly smoked True
3123 Female 39.00 True True Rural 85.59 33.2 Unknown True
3124 Female 22.00 True True Urban 89.06 27.7 never smoked True
3125 Male 41.00 True True Urban 87.44 33.5 Unknown True
3126 Male 37.00 True True Urban 64.07 28.0 Unknown True
3127 Female 65.00 True True Urban 79.39 31.5 formerly smoked True
3128 Female 8.00 True True Rural 67.84 24.0 Unknown True
3129 Female 51.00 True True Rural 81.73 27.4 never smoked True
3130 Male 63.00 True True Urban 105.52 37.9 formerly smoked True
3131 Female 48.00 True True Rural 77.55 26.2 Unknown True
3132 Female 17.00 True True Urban 127.42 22.4 Unknown True
3133 Female 75.00 True True Rural 226.73 43.7 never smoked True
3134 Female 51.00 True True Urban 89.74 28.4 never smoked True
3135 Male 51.00 True True Rural 219.17 29.8 never smoked True
3136 Female 41.00 True True Urban 74.85 24.8 formerly smoked True
3137 Female 75.00 True True Urban 55.96 34.8 never smoked True
3138 Male 57.00 True True Urban 215.92 27.4 smokes True
3139 Female 72.00 True True Urban 104.05 33.5 never smoked True
3140 Female 52.00 True True Urban 62.54 35.0 smokes True
3141 Male 11.00 True True Rural 87.54 24.4 Unknown True
3142 Female 28.00 True True Urban 76.81 28.3 smokes True
3143 Female 78.00 True True Rural 198.12 29.1 never smoked True
3144 Female 82.00 True True Rural 78.00 31.3 formerly smoked True
3145 Male 74.00 True True Urban 79.44 32.8 never smoked True
3146 Female 31.00 True True Rural 75.82 29.1 never smoked True
3147 Female 53.00 True True Urban 240.86 31.9 never smoked True
3148 Male 0.24 True True Urban 89.28 14.2 Unknown True
3149 Female 67.00 True True Rural 263.56 26.3 never smoked True
3150 Female 17.00 True True Urban 81.13 22.8 never smoked True
3151 Female 29.00 True True Urban 118.44 24.8 never smoked True
3152 Female 56.00 True True Rural 97.37 34.1 smokes True
3153 Female 15.00 True True Urban 80.51 21.5 Unknown True
3154 Female 29.00 True True Rural 78.88 26.1 never smoked True
3155 Female 79.00 True True Rural 83.61 21.4 smokes True
3156 Female 82.00 True True Urban 73.19 33.5 never smoked True
3157 Male 17.00 True True Urban 68.91 23.0 Unknown True
3158 Male 8.00 True True Rural 104.30 18.5 Unknown True
3159 Male 23.00 True True Urban 87.87 23.4 never smoked True
3160 Female 36.00 True True Urban 96.70 31.4 Unknown True
3161 Male 47.00 True True Rural 91.05 31.1 formerly smoked True
3162 Male 24.00 True True Rural 200.14 37.7 smokes True
3163 Female 60.00 True True Urban 73.04 25.3 never smoked True
3164 Female 63.00 True True Rural 85.81 35.6 never smoked True
3165 Male 44.00 True True Urban 65.41 24.8 smokes True
3166 Male 38.00 True True Rural 108.68 32.7 never smoked True
3167 Female 26.00 True True Rural 88.79 24.9 never smoked True
3168 Female 18.00 True True Rural 107.82 26.0 never smoked True
3169 Male 18.00 True True Urban 97.39 22.8 never smoked True
3170 Male 13.00 True True Urban 141.09 24.0 Unknown True
3171 Male 13.00 True True Urban 122.38 20.3 Unknown True
3172 Female 47.00 True True Urban 77.91 30.3 formerly smoked True
3173 Female 80.00 True True Rural 103.60 23.7 never smoked True
3174 Female 24.00 True True Rural 159.70 25.7 Unknown True
3175 Female 72.00 True True Rural 118.22 21.9 formerly smoked True
3176 Male 5.00 True True Urban 84.50 15.8 Unknown True
3177 Female 51.00 True True Rural 85.59 30.5 never smoked True
3178 Female 82.00 True True Rural 84.42 25.7 Unknown True
3179 Male 5.00 True True Rural 100.98 19.0 Unknown True
3180 Male 66.00 True True Rural 81.11 28.8 formerly smoked True
3181 Female 15.00 True True Rural 79.20 22.4 never smoked True
3182 Female 53.00 True True Urban 207.71 32.4 Unknown True
3183 Female 78.00 True True Rural 99.84 36.6 never smoked True
3184 Female 62.00 True True Rural 98.05 27.9 never smoked True
3185 Male 41.00 True True Rural 105.90 27.7 Unknown True
3186 Female 41.00 True True Urban 146.21 34.3 Unknown True
3187 Female 78.00 True True Urban 79.94 26.7 never smoked True
3188 Male 14.00 True True Rural 72.28 19.0 Unknown True
3189 Female 1.48 True True Rural 123.10 20.6 Unknown True
3190 Male 71.00 True True Rural 67.06 26.7 smokes True
3191 Male 32.00 True True Rural 82.68 29.2 never smoked True
3192 Male 16.00 True True Rural 125.89 21.3 never smoked True
3193 Male 0.56 True True Urban 98.23 14.1 Unknown True
3194 Female 59.00 True True Urban 90.06 28.9 smokes True
3195 Male 32.00 True True Urban 119.90 30.9 smokes True
3196 Male 58.00 True True Urban 94.53 36.1 never smoked True
3197 Female 40.00 True True Urban 64.66 25.0 formerly smoked True
3198 Female 41.00 True True Urban 103.79 28.6 never smoked True
3199 Female 21.00 True True Urban 88.51 20.5 never smoked True
3200 Female 1.88 True True Rural 97.26 16.7 Unknown True
3201 Male 55.00 True True Urban 92.59 36.6 never smoked True
3202 Female 67.00 True True Rural 102.89 26.4 never smoked True
3203 Male 49.00 True True Rural 92.26 33.1 formerly smoked True
3204 Female 42.00 True True Rural 80.00 27.5 never smoked True
3205 Female 54.00 True True Urban 56.75 26.9 never smoked True
3206 Female 25.00 True True Urban 104.66 23.9 never smoked True
3207 Male 62.00 True True Rural 60.39 26.9 Unknown True
3208 Male 75.00 True True Urban 223.14 27.8 never smoked True
3209 Female 72.00 True True Urban 105.51 32.7 never smoked True
3210 Female 14.00 True True Urban 83.42 28.7 never smoked True
3211 Female 38.00 True True Urban 71.06 22.6 Unknown True
3212 Male 59.00 True True Urban 101.24 26.5 never smoked True
3213 Female 23.00 True True Urban 91.19 28.3 never smoked True
3214 Female 63.00 True True Urban 174.43 24.3 never smoked True
3215 Male 82.00 True True Urban 214.51 24.0 formerly smoked True
3216 Male 34.00 True True Rural 72.64 32.4 never smoked True
3217 Female 8.00 True True Urban 62.69 28.7 Unknown True
3218 Female 28.00 True True Rural 141.16 36.7 never smoked True
3219 Female 49.00 True True Rural 89.61 27.7 never smoked True
3220 Female 24.00 True True Rural 76.42 24.8 smokes True
3221 Female 69.00 True True Urban 111.81 26.1 formerly smoked True
3222 Female 58.00 True True Rural 57.57 26.8 Unknown True
3223 Male 50.00 True True Urban 77.82 26.7 formerly smoked True
3224 Male 5.00 True True Urban 60.09 19.6 Unknown True
3225 Female 34.00 True True Urban 91.02 25.8 never smoked True
3226 Female 64.00 True True Rural 65.46 32.5 formerly smoked True
3227 Male 47.00 True True Rural 131.19 28.3 smokes True
3228 Female 61.00 True True Rural 79.89 24.5 smokes True
3229 Male 14.00 True True Urban 74.54 25.2 Unknown True
3230 Female 57.00 True True Urban 231.31 32.3 never smoked True
3231 Male 53.00 True True Urban 91.57 30.1 formerly smoked True
3232 Male 67.00 True True Urban 238.78 35.7 formerly smoked True
3233 Female 57.00 True True Rural 87.18 20.0 formerly smoked True
3234 Female 38.00 True True Rural 78.94 23.5 Unknown True
3235 Female 13.00 True True Rural 69.01 23.4 Unknown True
3236 Female 37.00 True True Rural 110.28 22.3 never smoked True
3237 Male 39.00 True True Urban 71.66 28.7 never smoked True
3238 Female 13.00 True True Urban 62.57 20.9 Unknown True
3239 Male 57.00 True True Urban 83.64 29.4 smokes True
3240 Female 11.00 True True Urban 107.18 27.6 Unknown True
3241 Female 68.00 True True Rural 233.59 43.9 never smoked True
3242 Male 79.00 True True Urban 84.88 28.7 formerly smoked True
3243 Female 24.00 True True Rural 97.95 34.7 Unknown True
3244 Female 44.00 True True Rural 58.19 37.1 Unknown True
3245 Female 46.00 True True Rural 70.11 24.2 never smoked True
3246 Female 66.00 True True Urban 112.77 22.7 smokes True
3247 Female 61.00 True True Urban 75.46 29.3 formerly smoked True
3248 Female 16.00 True True Urban 63.63 20.0 smokes True
3249 Female 37.00 True True Urban 100.22 22.7 smokes True
3250 Female 43.00 True True Rural 81.77 25.4 never smoked True
3251 Female 27.00 True True Rural 94.25 37.6 never smoked True
3252 Male 44.00 True True Rural 188.13 44.7 formerly smoked True
3253 Male 14.00 True True Rural 164.70 26.3 Unknown True
3254 Male 81.00 True True Rural 68.27 25.0 Unknown True
3255 Male 54.00 True True Rural 100.12 32.3 formerly smoked True
3256 Female 77.00 True True Urban 151.23 24.9 never smoked True
3257 Male 27.00 True True Rural 112.41 33.7 never smoked True
3258 Female 35.00 True True Urban 205.97 26.6 formerly smoked True
3259 Female 48.00 True True Rural 71.93 41.7 never smoked True
3260 Female 15.00 True True Urban 190.89 22.0 never smoked True
3261 Female 26.00 True True Urban 138.02 20.3 smokes True
3262 Female 38.00 True True Rural 66.16 42.7 Unknown True
3263 Male 29.00 True True Rural 105.73 28.2 smokes True
3264 Male 49.00 True True Rural 78.34 32.5 Unknown True
3265 Female 55.00 True True Urban 102.10 22.5 formerly smoked True
3266 Male 52.00 True True Urban 97.37 26.5 smokes True
3267 Male 49.00 True True Urban 193.87 41.0 Unknown True
3268 Female 21.00 True True Rural 78.32 27.0 Unknown True
3269 Female 24.00 True True Rural 130.00 25.9 formerly smoked True
3270 Male 18.00 True True Urban 74.00 23.7 Unknown True
3271 Male 52.00 True True Rural 111.04 30.0 never smoked True
3272 Male 70.00 True True Urban 214.77 15.0 formerly smoked True
3273 Female 51.00 True True Rural 97.25 21.5 never smoked True
3274 Male 58.00 True True Urban 79.95 25.9 never smoked True
3275 Female 46.00 True True Urban 162.24 24.3 smokes True
3276 Female 79.00 True True Urban 74.36 39.2 Unknown True
3277 Female 11.00 True True Urban 69.68 14.4 Unknown True
3278 Female 61.00 True True Urban 98.35 26.6 never smoked True
3279 Male 51.00 True True Urban 75.73 30.7 never smoked True
3280 Female 21.00 True True Rural 85.86 35.4 Unknown True
3281 Female 71.00 True True Urban 80.34 29.2 never smoked True
3282 Female 13.00 True True Rural 73.76 26.7 Unknown True
3283 Male 16.00 True True Rural 94.96 21.5 never smoked True
3284 Female 61.00 True True Urban 108.18 19.1 never smoked True
3285 Female 49.00 True True Rural 85.23 25.4 Unknown True
3286 Male 65.00 True True Rural 189.88 34.0 never smoked True
3287 Male 40.00 True True Urban 197.11 23.9 never smoked True
3288 Female 44.00 True True Rural 100.08 20.9 smokes True
3289 Male 11.00 True True Rural 68.62 18.2 Unknown True
3290 Female 20.00 True True Rural 84.07 27.6 smokes True
3291 Female 44.00 True True Urban 82.33 24.5 never smoked True
3292 Male 5.00 True True Urban 94.49 16.6 Unknown True
3293 Male 41.00 True True Rural 108.71 24.0 never smoked True
3294 Female 23.00 True True Urban 64.94 18.8 never smoked True
3295 Female 7.00 True True Urban 98.22 34.0 Unknown True
3296 Female 74.00 True True Urban 83.50 25.8 never smoked True
3297 Male 61.00 True True Rural 192.47 30.3 never smoked True
3298 Female 80.00 True True Urban 125.89 28.9 smokes True
3299 Female 35.00 True True Urban 87.72 21.3 never smoked True
3300 Female 43.00 True True Rural 68.94 26.8 never smoked True
3301 Male 25.00 True True Rural 66.51 29.2 Unknown True
3302 Male 72.00 True True Urban 85.82 25.0 formerly smoked True
3303 Female 45.00 True True Rural 87.47 21.5 never smoked True
3304 Male 9.00 True True Urban 87.74 17.1 Unknown True
3305 Male 33.00 True True Rural 85.12 32.5 never smoked True
3306 Male 53.00 True True Urban 103.37 26.9 formerly smoked True
3307 Female 67.00 True True Rural 81.68 30.4 never smoked True
3308 Male 59.00 True True Urban 76.51 29.8 never smoked True
3309 Female 1.32 True True Rural 110.17 20.3 Unknown True
3310 Male 27.00 True True Rural 65.12 41.1 smokes True
3311 Male 64.00 True True Rural 109.88 33.9 Unknown True
3312 Female 55.00 True True Urban 199.38 39.0 Unknown True
3313 Female 40.00 True True Urban 65.77 31.2 never smoked True
3314 Male 33.00 True True Rural 55.72 38.2 never smoked True
3315 Female 33.00 True True Urban 75.67 44.7 never smoked True
3316 Male 39.00 True True Rural 88.18 33.5 smokes True
3317 Female 74.00 True True Rural 95.94 27.0 never smoked True
3318 Male 38.00 True True Urban 86.93 31.1 never smoked True
3319 Male 53.00 True True Urban 85.17 29.2 never smoked True
3320 Male 22.00 True True Urban 111.10 26.6 never smoked True
3321 Female 5.00 True True Rural 92.00 17.9 Unknown True
3322 Male 24.00 True True Urban 97.47 24.2 formerly smoked True
3323 Female 27.00 True True Urban 79.21 19.5 Unknown True
3324 Male 41.00 True True Rural 83.97 28.5 formerly smoked True
3325 Female 20.00 True True Urban 98.55 21.3 never smoked True
3326 Female 71.00 True True Rural 202.98 41.3 never smoked True
3327 Female 65.00 True True Urban 60.70 31.3 never smoked True
3328 Male 38.00 True True Urban 92.22 40.8 never smoked True
3329 Female 25.00 True True Rural 79.94 36.6 Unknown True
3330 Male 53.00 True True Rural 83.68 26.7 Unknown True
3331 Female 50.00 True True Urban 69.92 18.7 formerly smoked True
3332 Female 1.24 True True Rural 136.96 15.2 Unknown True
3333 Female 55.00 True True Rural 95.32 26.8 never smoked True
3334 Female 38.00 True True Rural 107.78 25.1 never smoked True
3335 Female 72.00 True True Urban 198.32 31.3 formerly smoked True
3336 Male 30.00 True True Urban 96.02 29.8 never smoked True
3337 Female 69.00 True True Rural 112.69 33.5 formerly smoked True
3338 Female 61.00 True True Urban 60.61 24.5 never smoked True
3339 Female 34.00 True True Urban 79.77 33.6 never smoked True
3340 Female 43.00 True True Urban 87.41 39.7 formerly smoked True
3341 Female 62.00 True True Rural 226.38 47.4 never smoked True
3342 Male 48.00 True True Rural 124.64 26.4 smokes True
3343 Female 37.00 True True Urban 69.42 33.0 never smoked True
3344 Female 64.00 True True Urban 77.68 31.4 never smoked True
3345 Male 51.00 True True Rural 112.79 27.2 never smoked True
3346 Male 69.00 True True Rural 236.79 35.7 formerly smoked True
3347 Female 75.00 True True Rural 219.82 29.5 formerly smoked True
3348 Female 27.00 True True Urban 82.05 21.0 Unknown True
3349 Female 49.00 True True Rural 104.08 26.6 never smoked True
3350 Male 82.00 True True Urban 101.57 24.3 smokes True
3351 Female 36.00 True True Rural 71.32 43.9 smokes True
3352 Female 64.00 True True Rural 78.45 27.0 formerly smoked True
3353 Male 32.00 True True Rural 61.11 32.7 never smoked True
3354 Female 15.00 True True Urban 87.29 29.4 Unknown True
3355 Female 1.64 True True Rural 82.49 15.1 Unknown True
3356 Male 34.00 True True Urban 83.15 32.1 Unknown True
3357 Male 17.00 True True Rural 83.26 32.9 never smoked True
3358 Female 76.00 True True Urban 78.70 27.6 formerly smoked True
3359 Male 61.00 True True Urban 111.94 26.5 smokes True
3360 Male 30.00 True True Rural 104.77 19.2 smokes True
3361 Female 18.00 True True Urban 104.26 25.9 Unknown True
3362 Male 48.00 True True Rural 113.84 21.9 never smoked True
3363 Male 0.16 True True Urban 114.71 17.4 Unknown True
3364 Male 38.00 True True Rural 133.62 25.2 never smoked True
3365 Female 27.00 True True Rural 111.96 28.2 never smoked True
3366 Female 50.00 True True Urban 112.44 31.5 Unknown True
3367 Male 19.00 True True Urban 123.61 25.2 Unknown True
3368 Male 8.00 True True Urban 84.68 14.5 Unknown True
3369 Male 78.00 True True Rural 206.62 28.0 formerly smoked True
3370 Male 0.80 True True Rural 114.54 15.1 Unknown True
3371 Female 53.00 True True Rural 216.88 31.4 smokes True
3372 Female 73.00 True True Urban 110.38 26.3 never smoked True
3373 Male 58.00 True True Rural 204.92 39.6 never smoked True
3374 Female 62.00 True True Urban 56.74 28.9 never smoked True
3375 Female 78.00 True True Rural 68.35 31.4 Unknown True
3376 Female 51.00 True True Urban 83.52 34.3 Unknown True
3377 Male 78.00 True True Urban 59.74 27.0 formerly smoked True
3378 Female 40.00 True True Rural 81.59 27.2 never smoked True
3379 Female 35.00 True True Rural 123.83 23.8 never smoked True
3380 Male 82.00 True True Urban 226.84 25.3 formerly smoked True
3381 Female 46.00 True True Rural 93.20 32.6 Unknown True
3382 Female 51.00 True True Rural 85.84 31.8 never smoked True
3383 Female 53.00 True True Urban 74.64 22.4 Unknown True
3384 Male 55.00 True True Urban 80.17 28.0 never smoked True
3385 Female 43.00 True True Urban 85.03 23.9 formerly smoked True
3386 Male 81.00 True True Urban 234.35 25.3 formerly smoked True
3387 Male 12.00 True True Urban 116.25 16.4 formerly smoked True
3388 Female 20.00 True True Urban 66.55 26.9 smokes True
3389 Female 53.00 True True Urban 88.38 25.4 never smoked True
3390 Female 1.32 True True Urban 81.05 18.7 Unknown True
3391 Female 22.00 True True Urban 68.40 37.5 never smoked True
3392 Female 75.00 True True Urban 96.95 41.4 never smoked True
3393 Female 66.00 True True Rural 66.24 37.5 never smoked True
3394 Male 7.00 True True Rural 91.81 15.8 Unknown True
3395 Female 26.00 True True Urban 84.86 37.6 never smoked True
3396 Female 14.00 True True Rural 118.88 30.5 never smoked True
3397 Female 32.00 True True Urban 85.91 22.1 Unknown True
3398 Male 6.00 True True Rural 115.40 19.2 Unknown True
3399 Female 42.00 True True Rural 75.34 38.0 never smoked True
3400 Male 4.00 True True Rural 100.19 18.7 Unknown True
3401 Male 75.00 True True Urban 200.73 25.7 formerly smoked True
3402 Male 80.00 True True Urban 114.09 30.1 never smoked True
3403 Female 52.00 True True Urban 67.30 36.3 never smoked True
3404 Male 11.00 True True Rural 96.91 20.4 Unknown True
3405 Male 14.00 True True Rural 116.20 20.9 Unknown True
3406 Female 74.00 True True Rural 72.54 28.4 never smoked True
3407 Male 58.00 True True Rural 96.01 33.8 Unknown True
3408 Female 80.00 True True Urban 89.16 24.0 never smoked True
3409 Female 31.00 True True Rural 108.64 43.3 never smoked True
3410 Female 28.00 True True Rural 83.66 36.4 never smoked True
3411 Female 25.00 True True Rural 81.21 37.9 never smoked True
3412 Male 71.00 True True Urban 86.96 32.6 never smoked True
3413 Female 51.00 True True Rural 92.95 23.9 never smoked True
3414 Male 15.00 True True Urban 95.86 18.1 Unknown True
3415 Male 45.00 True True Rural 85.52 36.4 never smoked True
3416 Male 53.00 True True Rural 159.39 29.2 never smoked True
3417 Male 69.00 True True Urban 202.51 30.8 formerly smoked True
3418 Female 42.00 True True Rural 82.24 23.8 formerly smoked True
3419 Female 4.00 True True Rural 109.81 17.9 Unknown True
3420 Male 64.00 True True Rural 91.85 31.8 formerly smoked True
3421 Female 5.00 True True Rural 123.49 19.5 Unknown True
3422 Male 44.00 True True Rural 105.49 31.5 smokes True
3423 Male 78.00 True True Urban 101.53 24.1 formerly smoked True
3424 Female 69.00 True True Urban 126.04 35.9 never smoked True
3425 Male 80.00 True True Rural 95.49 31.6 Unknown True
3426 Female 7.00 True True Rural 89.38 19.0 Unknown True
3427 Female 2.00 True True Urban 82.30 18.8 Unknown True
3428 Female 80.00 True True Urban 218.00 33.5 Unknown True
3429 Female 69.00 True True Urban 79.70 25.0 never smoked True
3430 Female 75.00 True True Rural 70.22 24.8 formerly smoked True
3431 Female 60.00 True True Rural 83.57 24.5 never smoked True
3432 Female 75.00 True True Urban 60.60 40.4 smokes True
3433 Female 10.00 True True Urban 97.24 20.2 Unknown True
3434 Male 38.00 True True Rural 162.72 31.9 smokes True
3435 Male 28.00 True True Urban 73.27 25.4 smokes True
3436 Female 3.00 True True Urban 92.62 15.4 Unknown True
3437 Female 31.00 True True Urban 90.00 38.6 never smoked True
3438 Female 59.00 True True Rural 78.28 31.0 formerly smoked True
3439 Female 31.00 True True Rural 87.81 26.4 smokes True
3440 Female 58.00 True True Rural 196.50 37.7 never smoked True
3441 Female 57.00 True True Urban 142.31 35.2 smokes True
3442 Male 43.00 True True Rural 83.78 21.6 never smoked True
3443 Female 40.00 True True Urban 86.10 23.9 Unknown True
3444 Male 34.00 True True Urban 66.96 26.1 never smoked True
3445 Female 55.00 True True Rural 76.70 39.7 formerly smoked True
3446 Female 39.00 True True Rural 103.12 29.9 formerly smoked True
3447 Female 42.00 True True Urban 84.03 31.4 never smoked True
3448 Male 44.00 True True Rural 74.15 34.5 formerly smoked True
3449 Male 69.00 True True Rural 73.29 29.4 never smoked True
3450 Male 16.00 True True Urban 115.16 26.9 Unknown True
3451 Female 8.00 True True Urban 83.55 22.4 Unknown True
3452 Female 1.48 True True Urban 61.53 20.5 Unknown True
3453 Female 1.88 True True Rural 100.74 18.6 Unknown True
3454 Female 69.00 True True Urban 59.31 31.4 smokes True
3455 Female 13.00 True True Urban 63.22 18.5 formerly smoked True
3456 Female 53.00 True True Urban 209.50 41.8 never smoked True
3457 Female 16.00 True True Urban 64.51 21.2 Unknown True
3458 Male 64.00 True True Rural 90.07 28.6 never smoked True
3459 Female 7.00 True True Urban 113.95 16.0 Unknown True
3460 Male 41.00 True True Rural 119.32 30.6 Unknown True
3461 Male 65.00 True True Rural 99.12 29.0 formerly smoked True
3462 Male 61.00 True True Rural 152.84 28.6 Unknown True
3463 Male 63.00 True True Rural 78.23 34.8 never smoked True
3464 Female 54.00 True True Urban 76.05 42.0 Unknown True
3465 Female 14.00 True True Rural 116.49 30.3 never smoked True
3466 Male 45.00 True True Rural 99.91 30.9 Unknown True
3467 Male 51.00 True True Urban 76.10 32.1 smokes True
3468 Male 8.00 True True Rural 121.99 19.6 Unknown True
3469 Male 52.00 True True Rural 116.21 32.8 smokes True
3470 Female 39.00 True True Urban 55.28 31.5 Unknown True
3471 Female 69.00 True True Rural 103.73 34.7 never smoked True
3472 Male 71.00 True True Urban 153.08 21.5 Unknown True
3473 Female 73.00 True True Rural 98.69 27.6 Unknown True
3474 Female 54.00 True True Rural 94.11 28.6 formerly smoked True
3475 Male 10.00 True True Rural 117.03 21.1 never smoked True
3476 Female 26.00 True True Urban 91.35 23.8 never smoked True
3477 Female 41.00 True True Rural 82.48 33.5 Unknown True
3478 Male 71.00 True True Rural 99.76 33.4 formerly smoked True
3479 Female 46.00 True True Urban 111.10 23.3 smokes True
3480 Male 15.00 True True Rural 122.25 21.0 never smoked True
3481 Female 29.00 True True Urban 84.19 21.2 never smoked True
3482 Male 8.00 True True Urban 84.60 18.4 Unknown True
3483 Female 21.00 True True Urban 126.35 26.9 never smoked True
3484 Female 56.00 True True Urban 87.50 20.2 formerly smoked True
3485 Female 14.00 True True Rural 77.52 21.9 never smoked True
3486 Female 78.00 True True Rural 133.13 24.2 Unknown True
3487 Female 36.00 True True Urban 96.10 29.6 never smoked True
3488 Female 57.00 True True Urban 108.61 38.1 smokes True
3489 Male 79.00 True True Rural 205.23 22.0 never smoked True
3490 Male 26.00 True True Rural 76.74 29.8 Unknown True
3491 Male 22.00 True True Urban 138.55 24.0 never smoked True
3492 Male 72.00 True True Urban 234.27 26.9 never smoked True
3493 Female 54.00 True True Urban 75.16 38.0 never smoked True
3494 Male 8.00 True True Rural 77.08 16.9 Unknown True
3495 Female 62.00 True True Urban 101.19 23.4 never smoked True
3496 Female 28.00 True True Urban 107.74 38.5 never smoked True
3497 Female 50.00 True True Rural 62.32 21.6 Unknown True
3498 Male 7.00 True True Urban 56.32 15.9 Unknown True
3499 Female 33.00 True True Rural 131.28 25.1 never smoked True
3500 Male 55.00 True True Urban 67.02 41.1 smokes True
3501 Female 25.00 True True Rural 76.72 21.5 Unknown True
3502 Female 25.00 True True Urban 125.98 21.0 smokes True
3503 Female 37.00 True True Urban 72.09 24.1 smokes True
3504 Male 58.00 True True Urban 88.05 30.6 Unknown True
3505 Male 45.00 True True Urban 55.47 19.8 smokes True
3506 Female 60.00 True True Rural 145.94 29.2 Unknown True
3507 Male 66.00 True True Rural 239.21 33.7 formerly smoked True
3508 Male 80.00 True True Rural 196.08 31.0 formerly smoked True
3509 Female 38.00 True True Rural 93.93 21.5 never smoked True
3510 Female 11.00 True True Urban 76.74 19.1 Unknown True
3511 Female 63.00 True True Urban 83.74 21.4 Unknown True
3512 Male 19.00 True True Urban 119.58 24.8 Unknown True
3513 Female 17.00 True True Rural 68.66 35.1 never smoked True
3514 Female 19.00 True True Urban 65.79 28.6 smokes True
3515 Female 40.00 True True Urban 176.38 35.7 never smoked True
3516 Male 49.00 True True Urban 175.74 45.4 Unknown True
3517 Female 69.00 True True Urban 193.45 34.5 never smoked True
3518 Female 46.00 True True Rural 85.84 21.2 never smoked True
3519 Male 78.00 True True Rural 93.85 22.7 formerly smoked True
3520 Female 63.00 True True Rural 86.21 39.1 never smoked True
3521 Female 3.00 True True Rural 75.41 21.9 Unknown True
3522 Female 1.80 True True Rural 95.28 16.5 Unknown True
3523 Female 18.00 True True Urban 95.87 23.0 never smoked True
3524 Female 46.00 True True Urban 180.45 22.5 never smoked True
3525 Female 8.00 True True Urban 95.39 20.4 Unknown True
3526 Female 53.00 True True Rural 60.77 28.7 smokes True
3527 Female 38.00 True True Urban 102.84 22.4 never smoked True
3528 Female 74.00 True True Urban 130.37 26.3 Unknown True
3529 Female 24.00 True True Urban 65.44 23.6 never smoked True
3530 Male 78.00 True True Rural 79.84 25.9 never smoked True
3531 Male 60.00 True True Rural 62.61 30.7 never smoked True
3532 Male 12.00 True True Urban 70.07 24.5 formerly smoked True
3533 Female 32.00 True True Rural 108.80 24.0 Unknown True
3534 Male 5.00 True True Urban 112.11 20.1 Unknown True
3535 Female 40.00 True True Rural 92.35 38.0 never smoked True
3536 Female 19.00 True True Urban 76.57 26.6 Unknown True
3537 Female 28.00 True True Urban 69.50 24.5 never smoked True
3538 Female 44.00 True True Rural 69.48 41.3 never smoked True
3539 Male 50.00 True True Urban 89.18 34.8 smokes True
3540 Female 50.00 True True Urban 68.09 35.5 smokes True
3541 Female 18.00 True True Rural 92.71 24.1 Unknown True
3542 Male 1.64 True True Rural 56.21 19.0 Unknown True
3543 Female 5.00 True True Urban 82.56 16.6 Unknown True
3544 Female 39.00 True True Urban 78.24 28.6 Unknown True
3545 Female 65.00 True True Rural 84.66 22.4 never smoked True
3546 Female 26.00 True True Urban 90.35 38.6 Unknown True
3547 Male 42.00 True True Rural 68.12 32.0 Unknown True
3548 Female 34.00 True True Rural 59.14 40.1 never smoked True
3549 Female 45.00 True True Urban 85.64 32.0 formerly smoked True
3550 Male 43.00 True True Rural 56.08 23.9 Unknown True
3551 Female 40.00 True True Rural 99.00 25.0 never smoked True
3552 Male 35.00 True True Urban 93.60 28.5 smokes True
3553 Female 2.00 True True Urban 105.75 19.8 Unknown True
3554 Female 61.00 True True Urban 114.09 25.7 never smoked True
3555 Male 64.00 True True Urban 57.42 28.0 smokes True
3556 Female 32.00 True True Urban 100.01 37.2 never smoked True
3557 Male 23.00 True True Urban 62.00 24.8 formerly smoked True
3558 Female 51.00 True True Rural 103.61 39.2 never smoked True
3559 Female 75.00 True True Rural 94.77 27.2 never smoked True
3560 Female 40.00 True True Urban 72.12 38.0 never smoked True
3561 Male 39.00 True True Rural 155.23 36.2 never smoked True
3562 Male 6.00 True True Urban 90.60 16.6 Unknown True
3563 Female 32.00 True True Urban 81.92 38.0 never smoked True
3564 Female 55.00 True True Rural 67.10 31.4 never smoked True
3565 Female 23.00 True True Rural 58.01 35.3 never smoked True
3566 Female 52.00 True True Rural 173.90 35.8 never smoked True
3567 Male 58.00 True True Rural 106.27 28.6 never smoked True
3568 Male 17.00 True True Rural 60.57 34.0 Unknown True
3569 Male 3.00 True True Urban 105.34 15.5 Unknown True
3570 Female 23.00 True True Rural 96.28 31.1 never smoked True
3571 Male 56.00 True True Urban 122.73 37.5 formerly smoked True
3572 Male 45.00 True True Urban 104.12 37.7 Unknown True
3573 Female 14.00 True True Urban 69.74 24.2 formerly smoked True
3574 Female 45.00 True True Rural 106.95 33.4 Unknown True
3575 Female 57.00 True True Urban 94.63 33.0 never smoked True
3576 Female 35.00 True True Urban 86.97 25.7 Unknown True
3577 Female 8.00 True True Rural 76.12 19.4 Unknown True
3578 Female 42.00 True True Urban 99.94 33.4 never smoked True
3579 Male 8.00 True True Urban 91.53 18.0 Unknown True
3580 Male 62.00 True True Rural 145.46 40.1 never smoked True
3581 Female 43.00 True True Urban 74.86 26.9 never smoked True
3582 Female 8.00 True True Urban 74.42 22.5 Unknown True
3583 Male 40.00 True True Urban 70.07 27.6 smokes True
3584 Male 2.00 True True Urban 89.85 23.3 Unknown True
3585 Female 27.00 True True Rural 104.21 35.7 never smoked True
3586 Female 47.00 True True Rural 157.77 28.4 never smoked True
3587 Female 53.00 True True Urban 101.81 29.4 smokes True
3588 Male 62.00 True True Rural 103.00 31.9 Unknown True
3589 Male 50.00 True True Urban 101.85 25.1 smokes True
3590 Male 26.00 True True Urban 85.92 35.6 smokes True
3591 Female 19.00 True True Rural 56.85 21.1 never smoked True
3592 Male 0.32 True True Urban 89.04 17.8 Unknown True
3593 Female 45.00 True True Rural 63.01 31.5 never smoked True
3594 Male 45.00 True True Rural 65.48 26.6 Unknown True
3595 Female 54.00 True True Rural 68.60 44.8 smokes True
3596 Male 64.00 True True Urban 81.68 31.3 formerly smoked True
3597 Male 2.00 True True Urban 65.21 17.2 Unknown True
3598 Female 66.00 True True Urban 72.53 25.3 smokes True
3599 Female 73.00 True True Rural 81.78 28.8 never smoked True
3600 Female 1.88 True True Rural 80.83 18.0 Unknown True
3601 Female 58.00 True True Urban 96.21 23.5 never smoked True
3602 Male 12.00 True True Rural 117.04 18.1 Unknown True
3603 Female 60.00 True True Rural 78.26 41.7 formerly smoked True
3604 Male 23.00 True True Urban 82.53 20.7 smokes True
3605 Male 26.00 True True Urban 71.25 30.3 smokes True
3606 Male 36.00 True True Rural 129.73 27.8 never smoked True
3607 Female 3.00 True True Urban 115.47 18.9 Unknown True
3608 Male 21.00 True True Urban 56.79 20.4 Unknown True
3609 Female 67.00 True True Urban 100.16 31.8 Unknown True
3610 Female 35.00 True True Rural 97.60 44.8 smokes True
3611 Female 26.00 True True Rural 90.54 37.1 Unknown True
3612 Female 47.00 True True Urban 105.88 39.9 smokes True
3613 Male 81.00 True True Rural 217.94 24.1 formerly smoked True
3614 Female 1.64 True True Urban 69.89 18.1 Unknown True
3615 Male 52.00 True True Urban 93.28 36.3 never smoked True
3616 Female 28.00 True True Rural 111.27 19.1 smokes True
3617 Female 45.00 True True Urban 91.04 21.1 never smoked True
3618 Male 20.00 True True Urban 87.20 28.9 smokes True
3619 Male 1.56 True True Rural 109.12 18.9 Unknown True
3620 Female 65.00 True True Urban 216.64 43.3 formerly smoked True
3621 Male 45.00 True True Rural 74.28 37.2 formerly smoked True
3622 Male 77.00 True True Urban 57.60 32.2 Unknown True
3623 Male 37.00 True True Urban 173.97 26.3 Unknown True
3624 Female 50.00 True True Rural 65.25 25.4 smokes True
3625 Female 0.56 True True Urban 80.92 18.3 Unknown True
3626 Female 30.00 True True Rural 124.37 21.4 never smoked True
3627 Female 31.00 True True Urban 102.39 22.9 smokes True
3628 Male 4.00 True True Rural 90.42 16.2 Unknown True
3629 Male 65.00 True True Rural 79.17 29.6 Unknown True
3630 Female 68.00 True True Urban 71.08 21.5 never smoked True
3631 Female 63.00 True True Urban 81.54 24.2 never smoked True
3632 Male 46.00 True True Urban 159.67 37.3 never smoked True
3633 Female 54.00 True True Urban 93.96 33.3 smokes True
3634 Male 66.00 True True Urban 103.01 33.1 never smoked True
3635 Female 29.00 True True Rural 92.49 22.2 never smoked True
3636 Male 78.00 True True Urban 208.85 24.4 formerly smoked True
3637 Male 56.00 True True Urban 122.39 30.3 Unknown True
3638 Female 57.00 True True Rural 65.91 28.2 Unknown True
3639 Female 2.00 True True Rural 70.25 17.0 Unknown True
3640 Male 31.00 True True Urban 65.70 30.4 formerly smoked True
3641 Female 47.00 True True Urban 67.08 22.3 Unknown True
3642 Male 37.00 True True Rural 107.58 25.3 never smoked True
3643 Female 65.00 True True Rural 95.87 29.8 never smoked True
3644 Male 61.00 True True Urban 68.17 43.8 formerly smoked True
3645 Female 66.00 True True Urban 95.37 34.5 smokes True
3646 Male 24.00 True True Urban 90.00 25.5 never smoked True
3647 Male 66.00 True True Rural 106.10 31.5 smokes True
3648 Female 64.00 True True Rural 56.13 39.2 Unknown True
3649 Female 38.00 True True Rural 104.03 47.3 smokes True
3650 Female 7.00 True True Rural 157.01 17.0 Unknown True
3651 Female 63.00 True True Urban 84.35 38.2 never smoked True
3652 Male 71.00 True True Rural 67.99 31.1 never smoked True
3653 Male 18.00 True True Rural 118.93 22.4 never smoked True
3654 Female 65.00 True True Rural 185.28 32.0 smokes True
3655 Male 57.00 True True Rural 82.08 24.7 Unknown True
3656 Female 62.00 True True Urban 88.32 36.3 Unknown True
3657 Male 1.80 True True Rural 85.16 20.2 Unknown True
3658 Male 35.00 True True Rural 69.54 27.4 never smoked True
3659 Female 50.00 True True Rural 62.12 29.6 never smoked True
3660 Female 23.00 True True Rural 100.06 28.6 never smoked True
3661 Female 32.00 True True Urban 101.13 43.9 formerly smoked True
3662 Female 38.00 True True Rural 91.09 22.2 never smoked True
3663 Female 50.00 True True Rural 61.54 28.4 Unknown True
3664 Female 39.00 True True Urban 62.02 23.7 smokes True
3665 Female 7.00 True True Urban 103.11 18.3 Unknown True
3666 Female 15.00 True True Rural 77.57 18.3 Unknown True
3667 Male 67.00 True True Urban 97.34 28.9 never smoked True
3668 Female 32.00 True True Rural 67.10 27.1 Unknown True
3669 Male 56.00 True True Rural 206.66 21.9 smokes True
3670 Male 49.00 True True Urban 95.79 24.0 Unknown True
3671 Female 11.00 True True Rural 93.51 20.8 Unknown True
3672 Male 61.00 True True Urban 116.78 39.8 formerly smoked True
3673 Male 76.00 True True Rural 117.63 26.2 never smoked True
3674 Female 34.00 True True Rural 60.01 43.9 Unknown True
3675 Male 20.00 True True Rural 64.60 27.3 Unknown True
3676 Female 24.00 True True Urban 71.63 22.0 formerly smoked True
3677 Female 39.00 True True Urban 87.79 40.0 formerly smoked True
3678 Female 55.00 True True Rural 99.64 20.1 formerly smoked True
3679 Female 16.00 True True Rural 86.53 42.2 never smoked True
3680 Male 36.00 True True Urban 200.68 25.8 Unknown True
3681 Female 38.00 True True Urban 98.37 27.2 never smoked True
3682 Male 20.00 True True Rural 117.98 30.9 smokes True
3683 Female 38.00 True True Urban 218.60 47.9 formerly smoked True
3684 Female 52.00 True True Urban 101.30 33.1 smokes True
3685 Male 49.00 True True Urban 79.51 37.8 never smoked True
3686 Female 80.00 True True Urban 223.26 25.4 never smoked True
3687 Male 75.00 True True Rural 97.22 28.4 never smoked True
3688 Female 13.00 True True Rural 172.27 16.6 never smoked True
3689 Female 54.00 True True Urban 221.83 35.1 smokes True
3690 Male 28.00 True True Urban 74.61 32.7 Unknown True
3691 Female 61.00 True True Rural 60.91 29.8 Unknown True
3692 Male 59.00 True True Urban 83.60 27.5 formerly smoked True
3693 Male 12.00 True True Urban 83.95 23.6 Unknown True
3694 Female 38.00 True True Rural 77.50 36.9 smokes True
3695 Male 31.00 True True Rural 61.10 26.5 never smoked True
3696 Male 52.00 True True Rural 100.71 37.0 never smoked True
3697 Female 61.00 True True Urban 65.21 27.7 Unknown True
3698 Male 50.00 True True Rural 119.77 23.5 Unknown True
3699 Female 41.00 True True Rural 102.39 40.4 formerly smoked True
3700 Male 20.00 True True Urban 59.67 27.7 never smoked True
3701 Male 67.00 True True Rural 83.16 28.3 never smoked True
3702 Male 73.00 True True Rural 76.45 28.7 Unknown True
3703 Female 52.00 True True Rural 200.46 25.0 Unknown True
3704 Female 51.00 True True Urban 95.70 24.8 formerly smoked True
3705 Female 56.00 True True Rural 70.23 35.5 never smoked True
3706 Female 49.00 True True Urban 75.15 25.0 Unknown True
3707 Male 10.00 True True Rural 95.80 17.3 Unknown True
3708 Female 51.00 True True Urban 90.67 37.8 Unknown True
3709 Male 57.00 True True Rural 84.79 32.8 formerly smoked True
3710 Male 76.00 True True Urban 147.50 28.7 Unknown True
3711 Female 28.00 True True Rural 134.12 28.8 formerly smoked True
3712 Female 57.00 True True Urban 82.62 28.4 never smoked True
3713 Male 39.00 True True Rural 125.11 24.9 formerly smoked True
3714 Female 41.00 True True Urban 92.14 29.6 formerly smoked True
3715 Female 72.00 True True Urban 217.79 26.1 formerly smoked True
3716 Male 45.00 True True Rural 95.62 29.5 smokes True
3717 Male 33.00 True True Rural 93.80 23.9 never smoked True
3718 Male 62.00 True True Rural 90.61 25.8 smokes True
3719 Female 27.00 True True Urban 139.20 36.2 never smoked True
3720 Female 31.00 True True Rural 77.01 31.3 formerly smoked True
3721 Female 24.00 True True Urban 105.26 26.1 never smoked True
3722 Male 1.88 True True Rural 68.35 19.1 Unknown True
3723 Female 28.00 True True Rural 99.07 17.6 never smoked True
3724 Female 24.00 True True Rural 147.74 21.4 Unknown True
3725 Female 30.00 True True Urban 61.29 24.0 Unknown True
3726 Male 38.00 True True Rural 98.92 25.5 never smoked True
3727 Female 1.64 True True Urban 90.74 19.9 Unknown True
3728 Male 0.72 True True Rural 159.79 19.9 Unknown True
3729 Male 57.00 True True Rural 233.47 35.5 never smoked True
3730 Female 27.00 True True Urban 85.53 26.9 smokes True
3731 Female 30.00 True True Urban 76.70 24.2 never smoked True
3732 Male 42.00 True True Rural 67.87 30.0 never smoked True
3733 Male 36.00 True True Urban 77.26 30.9 never smoked True
3734 Male 44.00 True True Rural 91.28 26.5 never smoked True
3735 Male 59.00 True True Urban 129.19 30.6 never smoked True
3736 Female 61.00 True True Urban 97.86 19.1 formerly smoked True
3737 Female 18.00 True True Rural 112.33 23.2 formerly smoked True
3738 Female 44.00 True True Rural 110.41 30.5 smokes True
3739 Male 16.00 True True Rural 91.58 15.8 Unknown True
3740 Male 13.00 True True Urban 58.86 16.9 never smoked True
3741 Male 9.00 True True Rural 76.88 18.0 Unknown True
3742 Female 81.00 True True Urban 181.23 36.7 never smoked True
3743 Female 38.00 True True Urban 103.58 30.8 formerly smoked True
3744 Female 58.00 True True Rural 81.96 34.6 never smoked True
3745 Male 5.00 True True Rural 104.55 16.3 Unknown True
3746 Female 64.00 True True Urban 76.12 38.2 formerly smoked True
3747 Female 38.00 True True Rural 64.27 27.3 never smoked True
3748 Female 56.00 True True Rural 200.98 30.4 smokes True
3749 Male 58.00 True True Urban 101.96 34.5 never smoked True
3750 Male 9.00 True True Rural 84.17 17.4 Unknown True
3751 Female 34.00 True True Rural 85.79 32.0 never smoked True
3752 Female 79.00 True True Urban 71.46 33.4 Unknown True
3753 Male 62.00 True True Rural 95.49 40.2 smokes True
3754 Female 60.00 True True Rural 87.62 30.1 smokes True
3755 Female 42.00 True True Rural 118.55 46.2 smokes True
3756 Female 59.00 True True Urban 82.14 35.6 smokes True
3757 Female 54.00 True True Urban 219.67 29.4 smokes True
3758 Male 59.00 True True Urban 135.84 27.3 never smoked True
3759 Male 15.00 True True Rural 74.83 17.4 Unknown True
3760 Female 14.00 True True Urban 60.37 26.9 Unknown True
3761 Male 5.00 True True Rural 67.28 17.7 Unknown True
3762 Male 17.00 True True Rural 77.79 23.6 Unknown True
3763 Female 13.00 True True Rural 88.51 27.7 Unknown True
3764 Female 48.00 True True Urban 90.38 38.0 smokes True
3765 Male 37.00 True True Urban 156.69 35.2 never smoked True
3766 Female 74.00 True True Urban 158.90 32.4 formerly smoked True
3767 Male 54.00 True True Urban 247.97 36.1 formerly smoked True
3768 Female 64.00 True True Rural 114.71 30.6 never smoked True
3769 Female 26.00 True True Rural 58.55 29.0 never smoked True
3770 Male 55.00 True True Urban 231.15 22.3 never smoked True
3771 Female 74.00 True True Urban 68.18 27.3 formerly smoked True
3772 Female 0.48 True True Rural 118.75 17.4 Unknown True
3773 Female 41.00 True True Rural 186.54 39.0 formerly smoked True
3774 Male 68.00 True True Rural 96.14 26.7 never smoked True
3775 Male 9.00 True True Urban 69.52 24.2 Unknown True
3776 Female 36.00 True True Rural 101.93 22.8 smokes True
3777 Male 17.00 True True Urban 71.58 25.6 Unknown True
3778 Male 24.00 True True Urban 83.10 21.9 smokes True
3779 Female 69.00 True True Rural 110.96 25.9 never smoked True
3780 Male 38.00 True True Urban 122.83 30.6 Unknown True
3781 Female 69.00 True True Urban 91.65 25.7 formerly smoked True
3782 Female 32.00 True True Urban 84.10 33.3 Unknown True
3783 Female 25.00 True True Rural 118.85 23.8 smokes True
3784 Male 2.00 True True Urban 89.32 17.2 Unknown True
3785 Male 79.00 True True Urban 128.72 31.0 Unknown True
3786 Female 28.00 True True Urban 98.05 24.7 never smoked True
3787 Male 66.00 True True Urban 96.19 38.3 smokes True
3788 Female 61.00 True True Rural 71.40 29.2 formerly smoked True
3789 Female 74.00 True True Rural 82.27 23.6 formerly smoked True
3790 Female 70.00 True True Rural 158.33 33.5 never smoked True
3791 Female 8.00 True True Rural 102.50 16.3 Unknown True
3792 Female 49.00 True True Urban 72.18 30.8 Unknown True
3793 Male 30.00 True True Urban 95.94 31.1 never smoked True
3794 Male 51.00 True True Rural 87.15 26.4 formerly smoked True
3795 Female 10.00 True True Urban 82.59 18.6 formerly smoked True
3796 Female 34.00 True True Rural 89.31 37.3 formerly smoked True
3797 Male 40.00 True True Rural 64.84 26.6 never smoked True
3798 Male 3.00 True True Urban 107.52 17.6 Unknown True
3799 Female 45.00 True True Urban 92.76 22.3 Unknown True
3800 Male 4.00 True True Urban 79.16 20.2 Unknown True
3801 Male 52.00 True True Urban 87.00 30.9 never smoked True
3802 Male 68.00 True True Rural 145.25 31.5 never smoked True
3803 Female 8.00 True True Urban 125.14 29.7 Unknown True
3804 Female 82.00 True True Rural 88.60 32.5 Unknown True
3805 Male 36.00 True True Urban 57.59 32.8 Unknown True
3806 Female 42.00 True True Urban 59.43 25.4 never smoked True
3807 Female 27.00 True True Rural 65.43 27.2 Unknown True
3808 Male 55.00 True True Urban 154.03 31.6 smokes True
3809 Female 31.00 True True Rural 139.81 39.6 never smoked True
3810 Male 82.00 True True Urban 111.81 19.8 formerly smoked True
3811 Female 57.00 True True Urban 106.84 29.6 never smoked True
3812 Female 78.00 True True Rural 221.06 25.5 formerly smoked True
3813 Male 55.00 True True Urban 69.97 25.8 formerly smoked True
3814 Male 51.00 True True Rural 77.07 32.1 formerly smoked True
3815 Male 80.00 True True Urban 59.49 25.6 Unknown True
3816 Female 17.00 True True Rural 109.39 26.3 never smoked True
3817 Female 61.00 True True Rural 93.97 39.4 Unknown True
3818 Female 62.00 True True Urban 163.17 25.6 never smoked True
3819 Female 14.00 True True Urban 124.39 34.0 Unknown True
3820 Female 62.00 True True Urban 212.62 35.8 never smoked True
3821 Female 56.00 True True Urban 128.63 24.9 smokes True
3822 Male 41.00 True True Urban 84.10 29.3 never smoked True
3823 Female 59.00 True True Urban 77.60 23.4 Unknown True
3824 Male 29.00 True True Urban 70.51 24.5 Unknown True
3825 Male 39.00 True True Rural 109.19 29.8 Unknown True
3826 Male 66.00 True True Rural 55.23 28.9 Unknown True
3827 Female 35.00 True True Urban 120.15 27.3 never smoked True
3828 Female 36.00 True True Urban 72.16 23.2 never smoked True
3829 Male 35.00 True True Rural 95.89 34.2 Unknown True
3830 Male 26.00 True True Urban 64.68 23.3 smokes True
3831 Female 31.00 True True Rural 70.51 26.9 formerly smoked True
3832 Female 56.00 True True Rural 81.77 21.8 never smoked True
3833 Female 36.00 True True Urban 66.47 26.9 never smoked True
3834 Female 41.00 True True Rural 146.08 29.9 never smoked True
3835 Female 50.00 True True Urban 91.68 22.4 never smoked True
3836 Female 42.00 True True Rural 108.96 27.5 never smoked True
3837 Male 79.00 True True Urban 113.41 35.0 never smoked True
3838 Male 57.00 True True Urban 111.08 27.9 never smoked True
3839 Male 68.00 True True Urban 217.74 25.5 Unknown True
3840 Female 25.00 True True Rural 78.50 28.6 never smoked True
3841 Male 69.00 True True Urban 89.06 34.8 formerly smoked True
3842 Male 37.00 True True Rural 80.20 30.9 never smoked True
3843 Female 2.00 True True Rural 76.52 14.8 Unknown True
3844 Female 78.00 True True Rural 208.99 31.4 formerly smoked True
3845 Female 36.00 True True Urban 99.72 22.3 smokes True
3846 Male 10.00 True True Urban 102.97 19.1 Unknown True
3847 Male 39.00 True True Rural 197.36 27.4 Unknown True
3848 Male 4.00 True True Urban 98.56 17.5 Unknown True
3849 Female 48.00 True True Urban 86.06 36.2 never smoked True
3850 Male 72.00 True True Urban 123.08 25.4 smokes True
3851 Male 63.00 True True Urban 75.00 25.7 smokes True
3852 Female 28.00 True True Rural 105.90 28.6 smokes True
3853 Female 80.00 True True Urban 73.87 33.7 never smoked True
3854 Male 49.00 True True Rural 78.04 37.9 never smoked True
3855 Male 57.00 True True Urban 107.74 28.4 Unknown True
3856 Female 59.00 True True Rural 60.64 20.0 never smoked True
3857 Female 43.00 True True Rural 82.57 29.1 never smoked True
3858 Female 47.00 True True Rural 115.98 27.6 Unknown True
3859 Male 54.00 True True Rural 110.38 27.6 formerly smoked True
3860 Male 57.00 True True Rural 92.59 24.2 Unknown True
3861 Male 56.00 True True Urban 82.64 31.0 never smoked True
3862 Male 66.00 True True Urban 70.28 34.5 never smoked True
3863 Male 18.00 True True Urban 106.54 27.0 never smoked True
3864 Female 81.00 True True Urban 59.11 20.7 formerly smoked True
3865 Male 30.00 True True Rural 58.89 26.1 formerly smoked True
3866 Male 8.00 True True Urban 129.66 19.2 Unknown True
3867 Male 55.00 True True Rural 73.57 28.0 smokes True
3868 Male 79.00 True True Urban 72.04 23.6 formerly smoked True
3869 Female 53.00 True True Rural 77.94 33.0 never smoked True
3870 Female 26.00 True True Urban 68.99 22.2 never smoked True
3871 Female 14.00 True True Rural 111.76 24.8 Unknown True
3872 Male 25.00 True True Rural 65.36 24.7 never smoked True
3873 Female 20.00 True True Urban 80.27 27.9 never smoked True
3874 Male 38.00 True True Rural 79.22 34.8 smokes True
3875 Female 72.00 True True Urban 142.63 32.9 smokes True
3876 Female 52.00 True True Rural 97.05 28.0 Unknown True
3877 Male 71.00 True True Rural 70.38 25.0 smokes True
3878 Male 46.00 True True Rural 114.46 24.7 formerly smoked True
3879 Female 33.00 True True Urban 64.62 27.3 never smoked True
3880 Female 37.00 True True Urban 94.12 34.2 Unknown True
3881 Female 54.00 True True Rural 70.19 39.1 smokes True
3882 Female 5.00 True True Urban 55.35 22.7 Unknown True
3883 Male 45.00 True True Urban 115.52 33.9 formerly smoked True
3884 Male 14.00 True True Urban 60.70 18.6 Unknown True
3885 Male 5.00 True True Urban 69.24 16.7 Unknown True
3886 Female 35.00 True True Urban 103.29 20.6 never smoked True
3887 Female 20.00 True True Rural 92.74 20.1 Unknown True
3888 Male 51.00 True True Rural 232.64 45.2 never smoked True
3889 Male 40.00 True True Urban 82.46 25.3 smokes True
3890 Female 79.00 True True Urban 63.57 32.4 never smoked True
3891 Male 61.00 True True Urban 73.24 34.9 never smoked True
3892 Male 33.00 True True Urban 78.43 43.7 smokes True
3893 Female 27.00 True True Urban 57.46 23.0 smokes True
3894 Female 28.00 True True Rural 104.16 21.5 never smoked True
3895 Female 67.00 True True Rural 110.42 24.9 never smoked True
3896 Female 35.00 True True Rural 119.40 22.9 never smoked True
3897 Female 78.00 True True Urban 119.13 25.0 never smoked True
3898 Female 20.00 True True Rural 120.22 21.3 never smoked True
3899 Female 43.00 True True Urban 80.80 46.1 never smoked True
3900 Female 45.00 True True Urban 81.24 37.0 never smoked True
3901 Female 11.00 True True Urban 88.79 21.3 never smoked True
3902 Female 31.00 True True Rural 70.91 28.3 never smoked True
3903 Female 30.00 True True Rural 87.12 31.1 smokes True
3904 Female 27.00 True True Urban 126.09 25.1 Unknown True
3905 Female 34.00 True True Urban 76.42 27.6 smokes True
3906 Male 19.00 True True Rural 56.33 29.4 Unknown True
3907 Female 3.00 True True Rural 131.81 14.1 Unknown True
3908 Male 53.00 True True Rural 95.23 35.2 smokes True
3909 Male 81.00 True True Urban 71.18 23.9 formerly smoked True
3910 Female 44.00 True True Rural 87.71 34.0 formerly smoked True
3911 Female 59.00 True True Rural 115.68 27.1 Unknown True
3912 Male 43.00 True True Rural 207.37 29.5 formerly smoked True
3913 Female 5.00 True True Rural 75.10 20.7 Unknown True
3914 Female 31.00 True True Rural 69.72 39.5 smokes True
3915 Male 47.00 True True Urban 111.84 33.7 Unknown True
3916 Female 12.00 True True Rural 111.08 23.2 never smoked True
3917 Male 40.00 True True Rural 201.96 30.1 Unknown True
3918 Female 49.00 True True Urban 68.68 28.8 never smoked True
3919 Female 15.00 True True Urban 91.16 38.0 never smoked True
3920 Female 81.00 True True Urban 99.44 27.7 Unknown True
3921 Male 48.00 True True Urban 78.85 43.2 never smoked True
3922 Female 24.00 True True Rural 123.89 24.1 smokes True
3923 Male 47.00 True True Rural 90.44 28.7 never smoked True
3924 Female 13.00 True True Rural 138.44 34.8 Unknown True
3925 Female 16.00 True True Urban 75.06 23.5 never smoked True
3926 Male 64.00 True True Rural 85.66 28.5 never smoked True
3927 Female 11.00 True True Urban 102.76 20.3 Unknown True
3928 Female 55.00 True True Urban 71.79 43.0 formerly smoked True
3929 Male 38.00 True True Urban 167.16 18.3 never smoked True
3930 Male 37.00 True True Rural 131.05 27.2 never smoked True
3931 Female 34.00 True True Rural 86.92 22.0 Unknown True
3932 Female 50.00 True True Urban 103.72 35.4 formerly smoked True
3933 Female 55.00 True True Rural 94.75 27.9 smokes True
3934 Female 2.00 True True Rural 77.72 19.8 Unknown True
3935 Male 68.00 True True Rural 76.09 26.0 smokes True
3936 Female 27.00 True True Urban 61.80 26.8 formerly smoked True
3937 Female 53.00 True True Urban 83.73 32.5 never smoked True
3938 Male 5.00 True True Rural 79.33 15.0 Unknown True
3939 Female 3.00 True True Rural 108.32 14.2 Unknown True
3940 Female 20.00 True True Rural 103.65 17.0 formerly smoked True
3941 Male 19.00 True True Rural 86.19 26.2 never smoked True
3942 Female 31.00 True True Urban 131.42 24.9 smokes True
3943 Female 63.00 True True Urban 69.46 26.6 never smoked True
3944 Female 49.00 True True Rural 76.78 22.7 smokes True
3945 Female 72.00 True True Urban 103.78 32.7 formerly smoked True
3946 Female 50.00 True True Urban 213.43 36.7 smokes True
3947 Male 41.00 True True Rural 93.52 31.5 Unknown True
3948 Male 40.00 True True Urban 115.07 36.9 never smoked True
3949 Male 17.00 True True Rural 69.45 27.6 Unknown True
3950 Male 3.00 True True Rural 81.00 20.7 Unknown True
3951 Female 33.00 True True Urban 83.16 20.2 Unknown True
3952 Female 12.00 True True Rural 108.63 23.4 never smoked True
3953 Male 23.00 True True Rural 88.06 25.3 Unknown True
3954 Male 31.00 True True Rural 80.57 28.2 formerly smoked True
3955 Female 65.00 True True Urban 248.24 27.0 smokes True
3956 Female 43.00 True True Urban 57.79 24.8 smokes True
3957 Female 22.00 True True Urban 87.40 34.8 never smoked True
3958 Male 7.00 True True Urban 76.63 17.3 Unknown True
3959 Female 81.00 True True Rural 58.01 27.8 never smoked True
3960 Female 10.00 True True Urban 77.43 16.2 Unknown True
3961 Female 5.00 True True Rural 64.45 21.7 Unknown True
3962 Female 24.00 True True Urban 79.42 21.4 never smoked True
3963 Female 45.00 True True Urban 82.94 29.3 Unknown True
3964 Female 46.00 True True Rural 81.58 36.2 never smoked True
3965 Male 64.00 True True Urban 62.21 28.3 Unknown True
3966 Male 25.00 True True Rural 229.94 23.5 never smoked True
3967 Female 12.00 True True Urban 116.06 25.9 Unknown True
3968 Male 81.00 True True Urban 117.77 27.1 never smoked True
3969 Male 65.00 True True Urban 66.69 21.5 never smoked True
3970 Female 40.00 True True Rural 122.23 30.5 Unknown True
3971 Male 81.00 True True Urban 168.68 23.4 formerly smoked True
3972 Male 36.00 True True Rural 119.90 37.6 never smoked True
3973 Female 32.00 True True Urban 110.33 24.0 smokes True
3974 Male 31.00 True True Rural 77.95 25.1 never smoked True
3975 Male 55.00 True True Rural 80.35 28.7 smokes True
3976 Male 39.00 True True Urban 57.38 41.8 formerly smoked True
3977 Female 17.00 True True Urban 96.47 25.6 Unknown True
3978 Female 31.00 True True Rural 70.66 27.2 never smoked True
3979 Female 36.00 True True Urban 202.06 24.4 never smoked True
3980 Female 5.00 True True Urban 91.30 20.7 Unknown True
3981 Female 29.00 True True Rural 67.56 19.6 Unknown True
3982 Female 2.00 True True Rural 126.12 24.8 Unknown True
3983 Female 62.00 True True Urban 86.40 32.6 smokes True
3984 Female 45.00 True True Urban 103.22 20.5 never smoked True
3985 Female 18.00 True True Rural 88.85 36.2 Unknown True
3986 Female 29.00 True True Urban 63.90 45.4 smokes True
3987 Female 52.00 True True Urban 81.32 27.6 formerly smoked True
3988 Male 69.00 True True Urban 78.11 34.7 formerly smoked True
3989 Female 71.00 True True Urban 134.65 32.4 Unknown True
3990 Male 33.00 True True Rural 77.94 28.7 never smoked True
3991 Female 43.00 True True Rural 56.94 45.3 Unknown True
3992 Male 39.00 True True Rural 117.03 40.3 formerly smoked True
3993 Female 60.00 True True Rural 207.84 38.9 never smoked True
3994 Female 54.00 True True Rural 228.26 46.0 never smoked True
3995 Male 61.00 True True Rural 84.43 32.4 smokes True
3996 Male 0.24 True True Urban 57.09 19.4 Unknown True
3997 Female 11.00 True True Urban 94.89 27.5 never smoked True
3998 Female 75.00 True True Rural 132.46 26.2 Unknown True
3999 Female 64.00 True True Rural 75.13 31.1 formerly smoked True
4000 Female 78.00 True True Rural 76.64 34.6 never smoked True
4001 Female 14.00 True True Rural 91.32 24.3 never smoked True
4002 Female 66.00 True True Rural 85.90 34.6 never smoked True
4003 Male 48.00 True True Urban 76.19 28.5 never smoked True
4004 Female 44.00 True True Rural 85.77 32.1 Unknown True
4005 Male 30.00 True True Urban 63.42 28.0 never smoked True
4006 Male 1.48 True True Rural 112.02 20.9 Unknown True
4007 Female 61.00 True True Urban 203.76 33.8 never smoked True
4008 Female 54.00 True True Urban 98.44 25.8 formerly smoked True
4009 Female 22.00 True True Urban 79.57 31.8 Unknown True
4010 Male 47.00 True True Urban 63.98 26.8 smokes True
4011 Female 67.00 True True Urban 101.46 25.9 formerly smoked True
4012 Male 53.00 True True Urban 74.66 29.2 smokes True
4013 Female 45.00 True True Rural 68.66 25.3 never smoked True
4014 Female 65.00 True True Rural 205.78 41.7 never smoked True
4015 Male 39.00 True True Rural 111.24 38.8 never smoked True
4016 Male 57.00 True True Urban 134.76 29.1 Unknown True
4017 Female 45.00 True True Urban 110.10 30.9 never smoked True
4018 Female 28.00 True True Urban 100.80 39.3 formerly smoked True
4019 Male 30.00 True True Urban 113.08 41.8 Unknown True
4020 Female 31.00 True True Urban 56.48 26.2 formerly smoked True
4021 Female 70.00 True True Urban 77.77 33.8 smokes True
4022 Female 17.00 True True Urban 104.02 26.1 Unknown True
4023 Male 44.00 True True Rural 83.59 24.1 never smoked True
4024 Male 65.00 True True Urban 179.67 30.7 formerly smoked True
4025 Male 6.00 True True Urban 91.89 22.4 Unknown True
4026 Male 15.00 True True Rural 78.90 23.0 Unknown True
4027 Female 80.00 True True Rural 230.74 30.2 formerly smoked True
4028 Male 54.00 True True Rural 216.19 30.3 formerly smoked True
4029 Female 79.00 True True Rural 83.70 28.7 never smoked True
4030 Female 60.00 True True Rural 200.66 36.3 smokes True
4031 Female 12.00 True True Rural 73.99 16.3 Unknown True
4032 Female 36.00 True True Urban 228.50 34.5 never smoked True
4033 Female 54.00 True True Urban 70.43 20.8 smokes True
4034 Male 63.00 True True Urban 74.39 31.0 formerly smoked True
4035 Female 2.00 True True Urban 102.92 17.6 Unknown True
4036 Female 28.00 True True Urban 87.91 22.7 formerly smoked True
4037 Female 38.00 True True Rural 118.55 38.4 smokes True
4038 Male 37.00 True True Urban 232.29 40.8 smokes True
4039 Male 80.00 True True Rural 125.32 32.9 Unknown True
4040 Male 43.00 True True Urban 78.98 31.3 formerly smoked True
4041 Male 60.00 True True Rural 100.20 28.5 smokes True
4042 Female 66.00 True True Rural 200.91 27.6 never smoked True
4043 Female 45.00 True True Rural 95.24 40.2 Unknown True
4044 Female 29.00 True True Urban 56.64 24.7 never smoked True
4045 Male 4.00 True True Urban 80.48 17.7 Unknown True
4046 Female 48.00 True True Urban 112.96 25.4 never smoked True
4047 Female 68.00 True True Rural 236.04 28.5 never smoked True
4048 Female 57.00 True True Urban 73.00 26.2 never smoked True
4049 Female 29.00 True True Urban 61.13 26.0 never smoked True
4050 Female 30.00 True True Urban 88.56 45.3 never smoked True
4051 Female 47.00 True True Rural 66.16 31.5 never smoked True
4052 Female 73.00 True True Rural 88.98 20.6 smokes True
4053 Female 66.00 True True Urban 94.39 29.4 Unknown True
4054 Male 66.00 True True Rural 77.91 39.1 Unknown True
4055 Female 52.00 True True Urban 86.85 23.8 formerly smoked True
4056 Female 34.00 True True Rural 94.37 38.1 never smoked True
4057 Female 79.00 True True Rural 76.64 19.5 never smoked True
4058 Female 39.00 True True Urban 254.95 35.5 smokes True
4059 Male 61.00 True True Urban 107.33 26.4 formerly smoked True
4060 Female 26.00 True True Urban 80.94 22.2 smokes True
4061 Female 37.00 True True Rural 112.02 29.1 Unknown True
4062 Female 66.00 True True Rural 196.58 41.9 formerly smoked True
4063 Female 16.00 True True Urban 89.14 22.6 formerly smoked True
4064 Female 51.00 True True Urban 69.94 33.3 smokes True
4065 Male 15.00 True True Urban 55.79 21.3 never smoked True
4066 Male 1.72 True True Urban 73.08 20.4 Unknown True
4067 Male 60.00 True True Urban 96.02 28.7 Unknown True
4068 Male 66.00 True True Rural 189.82 28.8 formerly smoked True
4069 Female 75.00 True True Urban 89.68 38.7 never smoked True
4070 Female 40.00 True True Urban 101.06 32.3 smokes True
4071 Female 52.00 True True Rural 62.66 37.9 Unknown True
4072 Female 13.00 True True Urban 84.03 25.3 Unknown True
4073 Female 44.00 True True Rural 108.38 27.7 Unknown True
4074 Female 37.00 True True Rural 78.79 25.1 Unknown True
4075 Male 2.00 True True Rural 76.12 16.8 Unknown True
4076 Female 48.00 True True Rural 68.01 27.7 never smoked True
4077 Female 81.00 True True Urban 90.11 28.6 never smoked True
4078 Female 76.00 True True Urban 193.61 37.6 never smoked True
4079 Female 58.00 True True Rural 195.74 32.7 Unknown True
4080 Female 11.00 True True Rural 94.77 22.7 Unknown True
4081 Female 9.00 True True Urban 85.00 16.0 Unknown True
4082 Male 54.00 True True Urban 141.37 23.5 never smoked True
4083 Female 37.00 True True Urban 90.71 45.8 Unknown True
4084 Female 16.00 True True Rural 106.80 20.8 never smoked True
4085 Male 11.00 True True Rural 121.66 16.7 Unknown True
4086 Female 32.00 True True Urban 85.18 22.2 smokes True
4087 Female 26.00 True True Rural 130.07 33.1 never smoked True
4088 Female 21.00 True True Rural 74.24 32.7 never smoked True
4089 Female 45.00 True True Urban 79.98 41.4 never smoked True
4090 Female 40.00 True True Urban 106.76 24.1 formerly smoked True
4091 Female 41.00 True True Urban 76.34 28.0 Unknown True
4092 Female 71.00 True True Rural 221.24 24.2 Unknown True
4093 Male 16.00 True True Urban 80.55 23.5 smokes True
4094 Female 7.00 True True Rural 63.98 23.0 Unknown True
4095 Female 27.00 True True Rural 55.93 20.3 smokes True
4096 Female 22.00 True True Rural 73.94 24.8 Unknown True
4097 Female 79.00 True True Rural 65.58 26.1 Unknown True
4098 Female 38.00 True True Rural 83.80 24.2 smokes True
4099 Female 64.00 True True Urban 95.87 19.3 formerly smoked True
4100 Male 4.00 True True Rural 112.83 18.2 Unknown True
4101 Female 23.00 True True Rural 84.93 24.2 never smoked True
4102 Male 35.00 True True Rural 103.08 41.5 smokes True
4103 Male 66.00 True True Rural 85.98 28.0 Unknown True
4104 Male 34.00 True True Urban 83.75 37.0 never smoked True
4105 Female 19.00 True True Urban 125.43 32.2 Unknown True
4106 Male 73.00 True True Urban 101.58 35.9 never smoked True
4107 Female 70.00 True True Rural 149.80 47.6 Unknown True
4108 Female 45.00 True True Rural 112.55 32.1 never smoked True
4109 Male 81.00 True True Rural 92.96 22.2 never smoked True
4110 Female 0.72 True True Rural 112.19 20.1 Unknown True
4111 Male 57.00 True True Urban 112.37 28.4 never smoked True
4112 Female 38.00 True True Urban 151.26 20.6 never smoked True
4113 Male 21.00 True True Urban 73.81 19.8 Unknown True
4114 Female 38.00 True True Urban 77.20 23.4 Unknown True
4115 Female 41.00 True True Urban 76.08 25.1 never smoked True
4116 Female 26.00 True True Rural 123.98 30.1 never smoked True
4117 Female 48.00 True True Urban 108.51 33.3 Unknown True
4118 Male 18.00 True True Rural 98.07 24.0 never smoked True
4119 Male 66.00 True True Urban 85.82 27.8 never smoked True
4120 Female 27.00 True True Rural 86.21 21.4 Unknown True
4121 Female 18.00 True True Urban 99.01 25.5 formerly smoked True
4122 Male 11.00 True True Rural 80.08 21.8 never smoked True
4123 Female 7.00 True True Rural 69.47 18.9 Unknown True
4124 Female 54.00 True True Urban 85.07 21.9 Unknown True
4125 Male 43.00 True True Rural 88.00 30.6 never smoked True
4126 Female 61.00 True True Rural 144.14 29.8 never smoked True
4127 Male 31.00 True True Urban 78.80 28.7 smokes True
4128 Female 40.00 True True Urban 86.78 35.5 smokes True
4129 Female 71.00 True True Rural 105.72 29.1 formerly smoked True
4130 Female 57.00 True True Rural 64.37 32.8 never smoked True
4131 Female 13.00 True True Rural 146.10 22.8 never smoked True
4132 Female 21.00 True True Urban 58.66 31.3 never smoked True
4133 Female 63.00 True True Urban 192.50 29.0 never smoked True
4134 Male 7.00 True True Rural 103.50 19.0 Unknown True
4135 Female 78.00 True True Urban 89.42 24.1 never smoked True
4136 Female 66.00 True True Rural 212.92 21.4 never smoked True
4137 Male 41.00 True True Rural 60.73 28.0 never smoked True
4138 Male 11.00 True True Urban 73.18 27.6 never smoked True
4139 Male 55.00 True True Urban 82.26 28.7 Unknown True
4140 Female 42.00 True True Urban 87.40 24.5 formerly smoked True
4141 Male 51.00 True True Rural 86.95 25.0 formerly smoked True
4142 Female 79.00 True True Rural 74.00 29.6 never smoked True
4143 Male 28.00 True True Urban 73.98 29.9 never smoked True
4144 Female 73.00 True True Rural 124.78 35.6 never smoked True
4145 Female 42.00 True True Urban 191.94 27.9 never smoked True
4146 Female 37.00 True True Urban 247.87 42.6 never smoked True
4147 Male 78.00 True True Rural 83.20 21.2 formerly smoked True
4148 Female 74.00 True True Urban 88.62 28.5 formerly smoked True
4149 Female 59.00 True True Urban 81.51 25.6 formerly smoked True
4150 Female 82.00 True True Urban 115.71 31.1 formerly smoked True
4151 Male 71.00 True True Rural 229.73 30.4 never smoked True
4152 Female 19.00 True True Rural 57.40 22.9 Unknown True
4153 Male 18.00 True True Rural 100.47 31.9 never smoked True
4154 Female 53.00 True True Rural 81.36 48.8 never smoked True
4155 Female 62.00 True True Rural 261.67 43.0 formerly smoked True
4156 Male 3.00 True True Rural 110.20 21.8 Unknown True
4157 Female 49.00 True True Rural 98.90 35.5 never smoked True
4158 Male 51.00 True True Rural 95.19 24.3 smokes True
4159 Female 53.00 True True Rural 105.28 23.1 never smoked True
4160 Female 10.00 True True Rural 83.03 18.5 Unknown True
4161 Male 54.00 True True Rural 89.41 42.4 smokes True
4162 Female 40.00 True True Rural 70.56 32.3 never smoked True
4163 Female 3.00 True True Urban 78.79 22.6 Unknown True
4164 Female 12.00 True True Rural 70.13 17.8 Unknown True
4165 Male 56.00 True True Rural 62.68 18.4 never smoked True
4166 Female 43.00 True True Urban 71.77 26.9 never smoked True
4167 Female 28.00 True True Rural 77.99 32.0 smokes True
4168 Male 28.00 True True Urban 256.74 23.4 formerly smoked True
4169 Male 56.00 True True Rural 93.72 31.4 never smoked True
4170 Female 14.00 True True Urban 63.74 22.4 Unknown True
4171 Female 63.00 True True Urban 60.67 28.9 formerly smoked True
4172 Female 29.00 True True Urban 112.08 27.4 never smoked True
4173 Male 47.00 True True Urban 101.81 28.4 smokes True
4174 Male 63.00 True True Rural 60.17 23.5 smokes True
4175 Male 40.00 True True Rural 65.29 28.3 never smoked True
4176 Female 40.00 True True Urban 153.24 38.2 Unknown True
4177 Male 55.00 True True Rural 61.42 33.3 smokes True
4178 Female 43.00 True True Urban 86.67 33.3 never smoked True
4179 Female 59.00 True True Rural 82.42 28.8 never smoked True
4180 Female 78.00 True True Rural 100.54 32.1 smokes True
4181 Female 27.00 True True Urban 111.48 28.9 never smoked True
4182 Female 49.00 True True Urban 85.33 25.5 never smoked True
4183 Male 14.00 True True Urban 126.57 25.9 formerly smoked True
4184 Female 17.00 True True Urban 81.51 19.5 formerly smoked True
4185 Male 42.00 True True Rural 67.97 23.8 Unknown True
4186 Female 36.00 True True Urban 77.92 24.9 Unknown True
4187 Male 19.00 True True Urban 80.54 18.5 smokes True
4188 Male 55.00 True True Urban 76.47 30.6 Unknown True
4189 Female 8.00 True True Urban 87.15 16.1 Unknown True
4190 Female 56.00 True True Urban 86.07 32.5 Unknown True
4191 Male 54.00 True True Rural 106.52 27.4 formerly smoked True
4192 Male 15.00 True True Rural 94.24 30.2 Unknown True
4193 Female 43.00 True True Urban 89.73 23.5 formerly smoked True
4194 Male 52.00 True True Urban 208.39 36.0 formerly smoked True
4195 Female 62.00 True True Rural 128.61 24.8 never smoked True
4196 Male 54.00 True True Rural 57.56 27.5 never smoked True
4197 Male 60.00 True True Urban 227.23 40.0 formerly smoked True
4198 Male 7.00 True True Urban 77.76 18.1 Unknown True
4199 Male 3.00 True True Urban 72.76 18.8 Unknown True
4200 Female 39.00 True True Rural 90.11 23.6 never smoked True
4201 Male 60.00 True True Rural 203.27 29.7 never smoked True
4202 Female 60.00 True True Urban 234.50 43.7 never smoked True
4203 Female 46.00 True True Urban 71.12 27.3 never smoked True
4204 Male 26.00 True True Urban 190.67 20.2 never smoked True
4205 Female 12.00 True True Rural 116.04 23.8 Unknown True
4206 Male 16.00 True True Urban 82.95 21.4 never smoked True
4207 Female 2.00 True True Urban 112.75 25.1 Unknown True
4208 Female 82.00 True True Urban 82.63 17.9 smokes True
4209 Female 32.00 True True Urban 92.75 34.5 smokes True
4210 Female 62.00 True True Rural 117.63 27.1 formerly smoked True
4211 Female 75.00 True True Rural 197.06 26.1 never smoked True
4212 Female 81.00 True True Urban 216.07 43.4 never smoked True
4213 Female 37.00 True True Rural 76.03 33.2 never smoked True
4214 Female 28.00 True True Urban 62.44 37.2 Unknown True
4215 Female 25.00 True True Rural 108.82 41.3 smokes True
4216 Male 44.00 True True Urban 101.66 35.4 never smoked True
4217 Female 11.00 True True Rural 121.15 26.1 Unknown True
4218 Male 54.00 True True Rural 116.44 24.5 never smoked True
4219 Female 43.00 True True Urban 93.30 32.7 never smoked True
4220 Female 56.00 True True Urban 144.33 29.2 never smoked True
4221 Female 37.00 True True Urban 98.02 20.4 never smoked True
4222 Male 60.00 True True Urban 80.67 33.5 Unknown True
4223 Female 4.00 True True Urban 94.27 14.0 Unknown True
4224 Female 51.00 True True Rural 76.35 33.5 formerly smoked True
4225 Male 82.00 True True Urban 57.56 27.5 never smoked True
4226 Female 56.00 True True Urban 179.14 35.3 Unknown True
4227 Female 60.00 True True Rural 63.49 30.1 never smoked True
4228 Male 35.00 True True Rural 145.18 32.6 smokes True
4229 Female 32.00 True True Rural 66.30 47.5 never smoked True
4230 Female 45.00 True True Rural 120.56 31.6 never smoked True
4231 Male 10.00 True True Rural 69.20 23.5 formerly smoked True
4232 Female 68.00 True True Urban 150.74 40.3 Unknown True
4233 Female 51.00 True True Urban 81.38 34.1 smokes True
4234 Male 8.00 True True Urban 78.48 16.1 Unknown True
4235 Female 63.00 True True Rural 203.87 26.4 never smoked True
4236 Male 4.00 True True Urban 87.00 19.0 Unknown True
4237 Female 33.00 True True Rural 84.68 34.7 formerly smoked True
4238 Female 56.00 True True Urban 91.89 23.3 smokes True
4239 Male 49.00 True True Rural 88.97 32.6 never smoked True
4240 Female 30.00 True True Urban 116.98 26.0 never smoked True
4241 Male 16.00 True True Urban 135.82 35.1 never smoked True
4242 Female 1.80 True True Rural 96.62 18.6 Unknown True
4243 Male 54.00 True True Rural 106.53 30.4 formerly smoked True
4244 Male 49.00 True True Rural 58.42 32.8 formerly smoked True
4245 Female 17.00 True True Rural 79.62 21.6 never smoked True
4246 Male 11.00 True True Urban 141.84 23.3 Unknown True
4247 Male 51.00 True True Rural 78.05 31.4 never smoked True
4248 Male 74.00 True True Rural 77.16 26.3 never smoked True
4249 Female 42.00 True True Urban 86.30 20.1 never smoked True
4250 Female 69.00 True True Urban 83.55 28.3 formerly smoked True
4251 Female 22.00 True True Rural 102.00 40.4 smokes True
4252 Female 25.00 True True Urban 68.07 18.6 smokes True
4253 Male 17.00 True True Rural 81.77 44.7 never smoked True
4254 Male 64.00 True True Rural 82.62 25.3 smokes True
4255 Female 50.00 True True Urban 102.03 28.3 Unknown True
4256 Male 52.00 True True Urban 235.06 39.9 formerly smoked True
4257 Female 37.00 True True Urban 76.98 34.7 never smoked True
4258 Female 31.00 True True Urban 82.31 31.9 never smoked True
4259 Female 52.00 True True Urban 83.84 35.0 Unknown True
4260 Female 56.00 True True Urban 98.14 32.7 formerly smoked True
4261 Female 43.00 True True Rural 84.04 30.6 Unknown True
4262 Male 11.00 True True Rural 92.24 27.9 Unknown True
4263 Female 2.00 True True Urban 94.92 20.4 Unknown True
4264 Female 16.00 True True Rural 112.70 29.6 never smoked True
4265 Male 23.00 True True Urban 74.34 23.5 never smoked True
4266 Female 40.00 True True Urban 72.99 46.4 Unknown True
4267 Male 15.00 True True Urban 104.90 27.4 never smoked True
4268 Male 48.00 True True Rural 99.96 25.2 never smoked True
4269 Male 33.00 True True Urban 85.27 25.8 Unknown True
4270 Male 46.00 True True Urban 60.32 33.3 smokes True
4271 Female 53.00 True True Rural 94.14 27.7 smokes True
4272 Male 68.00 True True Urban 195.43 28.9 never smoked True
4273 Male 60.00 True True Rural 200.25 33.1 never smoked True
4274 Male 57.00 True True Rural 90.31 38.1 smokes True
4275 Female 51.00 True True Urban 95.33 27.9 never smoked True
4276 Female 0.40 True True Rural 85.65 17.4 Unknown True
4277 Female 76.00 True True Urban 223.64 27.1 smokes True
4278 Female 46.00 True True Rural 76.43 22.7 Unknown True
4279 Female 23.00 True True Urban 98.66 28.3 Unknown True
4280 Male 9.00 True True Urban 75.84 21.5 Unknown True
4281 Female 53.00 True True Urban 85.46 30.0 never smoked True
4282 Male 4.00 True True Urban 81.33 18.6 Unknown True
4283 Female 62.00 True True Urban 199.78 45.2 Unknown True
4284 Male 37.00 True True Urban 176.42 39.7 Unknown True
4285 Female 82.00 True True Urban 101.56 31.5 never smoked True
4286 Female 33.00 True True Urban 84.48 23.2 formerly smoked True
4287 Male 3.00 True True Urban 93.21 27.3 Unknown True
4288 Male 14.00 True True Urban 72.88 26.5 never smoked True
4289 Male 16.00 True True Urban 84.10 19.3 Unknown True
4290 Male 40.00 True True Rural 72.84 26.1 Unknown True
4291 Female 18.00 True True Urban 70.89 19.8 never smoked True
4292 Female 29.00 True True Rural 108.14 25.1 formerly smoked True
4293 Female 56.00 True True Rural 244.30 37.3 never smoked True
4294 Male 33.00 True True Rural 88.04 30.3 formerly smoked True
4295 Male 2.00 True True Rural 65.84 16.1 Unknown True
4296 Male 36.00 True True Rural 106.73 25.1 never smoked True
4297 Male 30.00 True True Urban 106.03 26.7 Unknown True
4298 Female 31.00 True True Urban 80.88 29.3 formerly smoked True
4299 Male 16.00 True True Urban 140.10 38.7 never smoked True
4300 Male 58.00 True True Urban 127.40 35.8 formerly smoked True
4301 Female 19.00 True True Urban 87.72 21.7 never smoked True
4302 Male 47.00 True True Rural 58.23 31.4 formerly smoked True
4303 Male 59.00 True True Rural 69.37 26.9 formerly smoked True
4304 Female 40.00 True True Urban 58.64 33.0 never smoked True
4305 Female 26.00 True True Urban 59.67 24.5 smokes True
4306 Female 30.00 True True Urban 105.08 25.5 never smoked True
4307 Female 19.00 True True Urban 89.30 22.1 never smoked True
4308 Female 78.00 True True Rural 61.38 24.3 Unknown True
4309 Female 55.00 True True Rural 56.11 32.4 formerly smoked True
4310 Male 57.00 True True Urban 75.53 33.1 formerly smoked True
4311 Male 33.00 True True Urban 107.47 26.7 never smoked True
4312 Female 35.00 True True Urban 76.00 37.9 Unknown True
4313 Male 32.00 True True Urban 90.28 39.6 never smoked True
4314 Female 55.00 True True Urban 65.22 19.8 never smoked True
4315 Male 28.00 True True Urban 86.24 30.0 Unknown True
4316 Male 25.00 True True Urban 166.38 23.1 never smoked True
4317 Female 45.00 True True Urban 78.91 34.3 Unknown True
4318 Female 34.00 True True Urban 226.28 38.4 Unknown True
4319 Male 33.00 True True Urban 90.73 32.8 smokes True
4320 Male 65.00 True True Rural 172.86 34.4 never smoked True
4321 Female 62.00 True True Rural 213.92 44.6 never smoked True
4322 Male 36.00 True True Urban 92.23 32.8 never smoked True
4323 Male 31.00 True True Urban 79.81 26.4 never smoked True
4324 Male 54.00 True True Rural 81.78 27.3 Unknown True
4325 Female 53.00 True True Rural 102.00 32.4 never smoked True
4326 Female 44.00 True True Rural 68.42 43.2 smokes True
4327 Male 77.00 True True Urban 94.68 33.6 Unknown True
4328 Female 67.00 True True Rural 125.33 26.4 Unknown True
4329 Female 48.00 True True Urban 212.19 46.9 never smoked True
4330 Male 42.00 True True Urban 89.00 36.3 formerly smoked True
4331 Male 72.00 True True Rural 60.98 34.9 formerly smoked True
4332 Male 49.00 True True Urban 58.19 29.6 smokes True
4333 Female 1.32 True True Rural 67.68 16.5 Unknown True
4334 Female 45.00 True True Rural 84.99 35.4 Unknown True
4335 Female 63.00 True True Urban 62.13 23.6 never smoked True
4336 Female 33.00 True True Rural 57.10 33.1 never smoked True
4337 Male 32.00 True True Urban 97.95 40.2 smokes True
4338 Female 0.48 True True Rural 94.06 14.8 Unknown True
4339 Female 63.00 True True Urban 93.88 34.8 Unknown True
4340 Male 70.00 True True Rural 90.30 33.5 formerly smoked True
4341 Female 57.00 True True Urban 83.14 31.9 never smoked True
4342 Male 8.00 True True Urban 118.66 16.1 Unknown True
4343 Male 37.00 True True Urban 90.78 35.9 Unknown True
4344 Male 59.00 True True Urban 66.46 39.6 formerly smoked True
4345 Female 78.00 True True Urban 73.56 27.5 formerly smoked True
4346 Female 59.00 True True Urban 200.80 32.3 Unknown True
4347 Female 10.00 True True Urban 57.28 15.4 never smoked True
4348 Male 21.00 True True Rural 92.87 28.4 smokes True
4349 Male 2.00 True True Rural 96.47 19.5 Unknown True
4350 Female 55.00 True True Urban 99.44 25.0 formerly smoked True
4351 Female 20.00 True True Urban 77.96 26.3 smokes True
4352 Female 38.00 True True Rural 60.13 39.6 never smoked True
4353 Female 33.00 True True Rural 88.17 38.6 formerly smoked True
4354 Male 14.00 True True Rural 84.41 33.9 never smoked True
4355 Male 32.00 True True Rural 72.34 32.2 Unknown True
4356 Female 32.00 True True Rural 68.72 25.1 never smoked True
4357 Female 68.00 True True Urban 222.58 37.4 smokes True
4358 Male 70.00 True True Rural 66.06 30.1 formerly smoked True
4359 Female 24.00 True True Rural 156.43 27.0 formerly smoked True
4360 Male 44.00 True True Urban 105.76 32.4 formerly smoked True
4361 Male 39.00 True True Rural 73.07 26.8 smokes True
4362 Female 81.00 True True Rural 99.48 27.2 never smoked True
4363 Male 19.00 True True Rural 79.60 36.7 Unknown True
4364 Female 69.00 True True Urban 70.00 36.0 never smoked True
4365 Female 42.00 True True Rural 112.98 37.2 formerly smoked True
4366 Male 8.00 True True Urban 61.07 19.1 Unknown True
4367 Male 8.00 True True Rural 63.43 21.8 Unknown True
4368 Female 28.00 True True Urban 73.20 26.5 smokes True
4369 Female 66.00 True True Urban 102.73 35.0 formerly smoked True
4370 Female 66.00 True True Rural 74.88 32.6 never smoked True
4371 Female 47.00 True True Urban 122.43 23.9 never smoked True
4372 Female 78.00 True True Urban 84.21 33.7 never smoked True
4373 Female 65.00 True True Rural 80.42 29.4 formerly smoked True
4374 Male 78.00 True True Urban 80.44 29.0 never smoked True
4375 Female 68.00 True True Rural 80.63 20.2 never smoked True
4376 Female 65.00 True True Urban 104.12 27.4 never smoked True
4377 Female 70.00 True True Rural 96.82 25.0 never smoked True
4378 Female 59.00 True True Urban 88.10 30.7 never smoked True
4379 Male 31.00 True True Rural 64.85 23.0 Unknown True
4380 Female 32.00 True True Rural 102.87 26.6 smokes True
4381 Male 5.00 True True Urban 83.75 18.1 Unknown True
4382 Male 55.00 True True Rural 97.68 47.1 formerly smoked True
4383 Female 61.00 True True Urban 97.58 29.7 formerly smoked True
4384 Female 48.00 True True Rural 74.16 19.9 never smoked True
4385 Female 50.00 True True Urban 100.93 32.7 never smoked True
4386 Male 63.00 True True Urban 232.78 31.8 formerly smoked True
4387 Male 67.00 True True Rural 86.96 31.4 formerly smoked True
4388 Female 43.00 True True Urban 67.50 20.4 formerly smoked True
4389 Male 59.00 True True Urban 81.21 33.2 smokes True
4390 Male 47.00 True True Rural 110.14 30.5 smokes True
4391 Male 50.00 True True Urban 120.44 30.3 never smoked True
4392 Male 51.00 True True Urban 187.47 34.2 never smoked True
4393 Male 44.00 True True Urban 94.62 34.4 Unknown True
4394 Female 39.00 True True Rural 89.57 48.1 never smoked True
4395 Female 24.00 True True Urban 95.31 22.8 never smoked True
4396 Male 62.00 True True Rural 75.07 30.5 never smoked True
4397 Female 61.00 True True Rural 106.65 35.9 formerly smoked True
4398 Female 78.00 True True Urban 234.06 33.7 never smoked True
4399 Male 15.00 True True Rural 144.15 24.1 never smoked True
4400 Female 23.00 True True Urban 58.81 25.4 never smoked True
4401 Male 79.00 True True Urban 242.62 25.5 never smoked True
4402 Male 57.00 True True Urban 93.04 29.2 never smoked True
4403 Male 9.00 True True Urban 150.00 17.4 Unknown True
4404 Male 55.00 True True Urban 63.56 29.9 Unknown True
4405 Female 82.00 True True Rural 96.98 21.5 never smoked True
4406 Female 19.00 True True Rural 66.70 24.7 never smoked True
4407 Male 41.00 True True Rural 79.66 25.1 Unknown True
4408 Female 79.00 True True Rural 90.16 34.4 never smoked True
4409 Female 23.00 True True Rural 104.09 27.9 Unknown True
4410 Female 77.00 True True Rural 90.96 31.5 formerly smoked True
4411 Female 78.00 True True Rural 152.38 31.8 never smoked True
4412 Female 24.00 True True Rural 114.54 30.1 smokes True
4413 Female 81.00 True True Urban 174.54 26.4 never smoked True
4414 Female 46.00 True True Rural 106.47 27.2 Unknown True
4415 Female 29.00 True True Urban 73.63 22.5 smokes True
4416 Female 59.00 True True Urban 98.52 29.8 formerly smoked True
4417 Male 41.00 True True Rural 62.93 26.1 smokes True
4418 Female 17.00 True True Urban 67.87 24.9 formerly smoked True
4419 Female 8.00 True True Rural 120.43 23.5 Unknown True
4420 Female 23.00 True True Rural 76.56 30.1 never smoked True
4421 Female 45.00 True True Urban 108.03 37.3 never smoked True
4422 Male 67.00 True True Rural 83.16 25.5 formerly smoked True
4423 Female 78.00 True True Rural 67.90 35.3 never smoked True
4424 Male 18.00 True True Rural 115.46 27.6 Unknown True
4425 Female 35.00 True True Rural 123.94 28.7 never smoked True
4426 Female 54.00 True True Urban 231.54 29.9 never smoked True
4427 Female 71.00 True True Urban 219.80 34.2 formerly smoked True
4428 Female 24.00 True True Rural 187.99 24.9 smokes True
4429 Male 60.00 True True Rural 234.45 36.8 formerly smoked True
4430 Male 75.00 True True Rural 75.47 24.5 formerly smoked True
4431 Male 48.00 True True Rural 98.24 34.6 never smoked True
4432 Male 62.00 True True Rural 66.20 30.0 Unknown True
4433 Female 20.00 True True Rural 94.67 28.8 Unknown True
4434 Male 69.00 True True Urban 75.95 28.6 never smoked True
4435 Female 60.00 True True Rural 111.79 23.6 smokes True
4436 Female 12.00 True True Rural 80.89 20.1 Unknown True
4437 Female 28.00 True True Rural 86.91 21.1 formerly smoked True
4438 Female 55.00 True True Urban 59.36 34.1 smokes True
4439 Female 51.00 True True Rural 66.67 29.5 never smoked True
4440 Female 16.00 True True Rural 87.54 37.8 never smoked True
4441 Male 56.00 True True Urban 139.87 31.2 smokes True
4442 Male 52.00 True True Rural 67.92 31.1 never smoked True
4443 Female 59.00 True True Urban 83.62 34.2 Unknown True
4444 Female 9.00 True True Rural 110.97 17.7 Unknown True
4445 Female 34.00 True True Rural 70.53 39.2 never smoked True
4446 Female 47.00 True True Rural 115.91 22.2 formerly smoked True
4447 Male 46.00 True True Urban 59.74 29.5 smokes True
4448 Male 49.00 True True Rural 62.64 27.0 never smoked True
4449 Male 10.00 True True Rural 84.81 16.8 never smoked True
4450 Female 76.00 True True Urban 78.68 23.3 never smoked True
4451 Male 82.00 True True Urban 217.57 33.5 formerly smoked True
4452 Female 3.00 True True Rural 79.76 15.6 Unknown True
4453 Female 76.00 True True Rural 63.28 28.2 never smoked True
4454 Male 16.00 True True Rural 78.48 22.6 never smoked True
4455 Female 44.00 True True Rural 70.48 20.2 never smoked True
4456 Female 17.00 True True Rural 120.96 22.2 formerly smoked True
4457 Female 73.00 True True Rural 77.29 22.6 never smoked True
4458 Male 31.00 True True Urban 108.51 26.7 Unknown True
4459 Male 17.00 True True Urban 113.85 22.9 Unknown True
4460 Male 73.00 True True Rural 121.83 30.3 formerly smoked True
4461 Female 8.00 True True Urban 81.53 14.8 Unknown True
4462 Male 42.00 True True Urban 58.35 24.3 never smoked True
4463 Female 40.00 True True Urban 65.42 17.4 formerly smoked True
4464 Male 79.00 True True Rural 69.34 29.0 never smoked True
4465 Male 53.00 True True Urban 109.09 26.3 smokes True
4466 Female 48.00 True True Rural 114.92 29.2 Unknown True
4467 Female 17.00 True True Rural 120.58 18.3 never smoked True
4468 Female 23.00 True True Rural 165.36 21.9 smokes True
4469 Male 9.00 True True Urban 66.11 16.3 Unknown True
4470 Female 81.00 True True Rural 126.34 27.4 smokes True
4471 Male 21.00 True True Rural 92.86 23.2 never smoked True
4472 Male 29.00 True True Rural 96.77 30.3 formerly smoked True
4473 Male 8.00 True True Rural 89.24 16.7 Unknown True
4474 Female 39.00 True True Rural 89.32 31.0 formerly smoked True
4475 Female 64.00 True True Urban 65.63 33.5 smokes True
4476 Male 9.00 True True Urban 123.66 17.0 Unknown True
4477 Male 17.00 True True Rural 63.82 19.4 smokes True
4478 Male 8.00 True True Rural 108.06 14.6 Unknown True
4479 Male 62.00 True True Rural 136.18 32.2 Unknown True
4480 Male 73.00 True True Urban 71.29 37.7 never smoked True
4481 Male 48.00 True True Rural 76.58 27.4 never smoked True
4482 Male 17.00 True True Rural 119.58 25.0 never smoked True
4483 Female 10.00 True True Urban 109.30 20.1 Unknown True
4484 Female 74.00 True True Urban 111.94 21.7 never smoked True
4485 Male 62.00 True True Urban 81.64 38.2 never smoked True
4486 Male 5.00 True True Rural 97.64 17.0 Unknown True
4487 Female 43.00 True True Rural 110.32 28.4 never smoked True
4488 Female 39.00 True True Rural 79.00 30.0 never smoked True
4489 Female 37.00 True True Urban 95.08 34.1 never smoked True
4490 Male 15.00 True True Urban 137.27 19.3 never smoked True
4491 Female 36.00 True True Urban 57.83 21.6 smokes True
4492 Male 34.00 True True Rural 84.08 32.9 never smoked True
4493 Male 75.00 True True Urban 234.51 27.2 formerly smoked True
4494 Male 53.00 True True Urban 142.64 27.8 smokes True
4495 Female 61.00 True True Rural 69.77 29.9 never smoked True
4496 Female 45.00 True True Urban 71.40 28.4 smokes True
4497 Female 17.00 True True Urban 79.61 24.1 Unknown True
4498 Female 17.00 True True Rural 77.46 24.0 Unknown True
4499 Female 19.00 True True Urban 96.85 23.4 Unknown True
4500 Female 54.00 True True Urban 182.22 32.6 formerly smoked True
4501 Female 51.00 True True Urban 67.26 33.1 formerly smoked True
4502 Female 44.00 True True Rural 60.02 33.8 formerly smoked True
4503 Female 82.00 True True Urban 113.45 30.3 never smoked True
4504 Female 49.00 True True Urban 112.31 36.9 Unknown True
4505 Female 34.00 True True Rural 68.53 29.7 never smoked True
4506 Female 63.00 True True Rural 57.15 38.8 never smoked True
4507 Female 79.00 True True Rural 214.73 30.9 never smoked True
4508 Female 81.00 True True Rural 91.82 36.9 Unknown True
4509 Female 14.00 True True Urban 71.80 18.8 Unknown True
4510 Female 31.00 True True Urban 63.41 25.5 formerly smoked True
4511 Male 57.00 True True Urban 106.24 32.3 never smoked True
4512 Male 32.00 True True Rural 83.01 25.8 smokes True
4513 Male 66.00 True True Rural 67.92 31.1 formerly smoked True
4514 Female 22.00 True True Rural 74.99 27.9 smokes True
4515 Female 1.32 True True Rural 75.22 18.6 Unknown True
4516 Female 20.00 True True Urban 61.88 20.1 never smoked True
4517 Female 41.00 True True Urban 65.67 26.7 smokes True
4518 Female 48.00 True True Urban 110.18 30.3 smokes True
4519 Male 49.00 True True Rural 119.30 30.4 formerly smoked True
4520 Male 73.00 True True Rural 208.69 30.0 Unknown True
4521 Male 19.00 True True Rural 95.18 24.9 smokes True
4522 Male 1.08 True True Rural 83.27 24.3 Unknown True
4523 Female 31.00 True True Rural 90.29 38.7 Unknown True
4524 Male 4.00 True True Urban 81.87 18.6 Unknown True
4525 Male 1.80 True True Urban 153.31 17.1 Unknown True
4526 Male 44.00 True True Rural 101.46 29.4 Unknown True
4527 Female 4.00 True True Urban 72.49 16.9 Unknown True
4528 Male 55.00 True True Rural 86.58 34.2 never smoked True
4529 Female 34.00 True True Urban 113.26 27.6 never smoked True
4530 Female 30.00 True True Urban 84.92 47.8 never smoked True
4531 Female 7.00 True True Urban 128.17 18.9 Unknown True
4532 Male 75.00 True True Rural 93.93 24.4 formerly smoked True
4533 Male 14.00 True True Urban 99.87 25.2 Unknown True
4534 Female 61.00 True True Urban 129.31 30.7 formerly smoked True
4535 Female 55.00 True True Urban 89.43 26.1 formerly smoked True
4536 Female 14.00 True True Rural 101.60 25.3 never smoked True
4537 Female 36.00 True True Rural 66.55 32.8 smokes True
4538 Female 57.00 True True Rural 231.72 45.7 formerly smoked True
4539 Female 20.00 True True Urban 96.69 24.6 Unknown True
4540 Male 32.00 True True Rural 102.13 32.3 never smoked True
4541 Female 43.00 True True Urban 100.88 47.6 smokes True
4542 Male 43.00 True True Rural 66.22 34.4 Unknown True
4543 Female 1.08 True True Urban 109.33 18.2 Unknown True
4544 Female 49.00 True True Urban 206.53 44.5 smokes True
4545 Female 53.00 True True Rural 83.91 36.6 Unknown True
4546 Female 18.00 True True Urban 67.92 19.4 never smoked True
4547 Female 13.00 True True Rural 73.48 22.9 Unknown True
4548 Male 5.00 True True Rural 101.31 20.0 Unknown True
4549 Female 37.00 True True Urban 103.66 36.1 smokes True
4550 Male 49.00 True True Urban 70.73 27.3 formerly smoked True
4551 Female 45.00 True True Rural 77.45 42.2 formerly smoked True
4552 Female 50.00 True True Urban 193.80 26.4 never smoked True
4553 Female 12.00 True True Rural 114.34 23.6 never smoked True
4554 Male 12.00 True True Urban 69.25 18.6 Unknown True
4555 Female 5.00 True True Rural 88.44 18.0 Unknown True
4556 Male 39.00 True True Rural 84.09 31.1 formerly smoked True
4557 Female 41.00 True True Urban 87.06 30.0 never smoked True
4558 Female 41.00 True True Rural 92.64 43.8 never smoked True
4559 Female 47.00 True True Urban 99.36 23.8 smokes True
4560 Female 57.00 True True Rural 135.63 36.2 formerly smoked True
4561 Male 16.00 True True Rural 82.44 32.6 Unknown True
4562 Male 3.00 True True Urban 81.88 18.0 Unknown True
4563 Female 65.00 True True Urban 95.44 25.5 smokes True
4564 Female 80.00 True True Urban 72.71 29.9 never smoked True
4565 Female 58.00 True True Urban 65.45 32.1 never smoked True
4566 Female 74.00 True True Urban 203.01 25.4 never smoked True
4567 Female 62.00 True True Urban 110.84 23.4 smokes True
4568 Male 33.00 True True Urban 83.12 23.4 Unknown True
4569 Female 21.00 True True Rural 55.12 21.8 never smoked True
4570 Female 17.00 True True Rural 105.91 30.8 never smoked True
4571 Female 49.00 True True Rural 61.57 37.9 formerly smoked True
4572 Female 24.00 True True Urban 83.10 42.5 smokes True
4573 Female 56.00 True True Urban 66.32 23.4 never smoked True
4574 Female 26.00 True True Urban 72.56 35.4 never smoked True
4575 Male 54.00 True True Rural 97.99 32.3 smokes True
4576 Female 42.00 True True Urban 63.27 27.0 never smoked True
4577 Female 34.00 True True Urban 79.60 46.3 never smoked True
4578 Female 56.00 True True Rural 177.56 30.1 never smoked True
4579 Female 39.00 True True Rural 81.31 34.7 never smoked True
4580 Female 77.00 True True Rural 59.91 18.3 never smoked True
4581 Female 12.00 True True Rural 132.85 16.2 never smoked True
4582 Male 65.00 True True Rural 198.84 33.2 formerly smoked True
4583 Male 7.00 True True Urban 77.12 18.6 Unknown True
4584 Male 25.00 True True Urban 87.17 25.1 never smoked True
4585 Female 31.00 True True Rural 96.03 24.1 Unknown True
4586 Female 14.00 True True Rural 83.56 33.1 Unknown True
4587 Female 5.00 True True Rural 80.93 24.8 Unknown True
4588 Female 60.00 True True Rural 84.54 23.4 smokes True
4589 Male 55.00 True True Rural 56.87 28.9 formerly smoked True
4590 Female 69.00 True True Urban 67.55 38.1 Unknown True
4591 Female 39.00 True True Urban 243.52 37.2 smokes True
4592 Female 0.32 True True Urban 108.63 19.6 Unknown True
4593 Female 34.00 True True Rural 69.06 29.0 smokes True
4594 Female 80.00 True True Urban 73.89 26.7 formerly smoked True
4595 Male 20.00 True True Urban 84.49 20.5 never smoked True
4596 Female 45.00 True True Urban 73.71 34.1 never smoked True
4597 Female 41.00 True True Urban 129.01 42.4 Unknown True
4598 Male 54.00 True True Urban 72.96 37.7 smokes True
4599 Male 23.00 True True Rural 110.23 39.1 Unknown True
4600 Male 75.00 True True Rural 79.49 28.9 Unknown True
4601 Male 36.00 True True Urban 89.33 30.7 never smoked True
4602 Female 75.00 True True Rural 68.38 33.8 Unknown True
4603 Female 47.00 True True Urban 135.79 32.1 formerly smoked True
4604 Female 15.00 True True Rural 82.19 40.5 never smoked True
4605 Male 40.00 True True Urban 93.20 24.8 smokes True
4606 Female 71.00 True True Urban 208.31 31.8 formerly smoked True
4607 Male 38.00 True True Rural 111.33 27.0 never smoked True
4608 Male 11.00 True True Rural 121.71 23.4 never smoked True
4609 Male 0.72 True True Urban 80.08 16.4 Unknown True
4610 Male 9.00 True True Urban 84.40 14.9 Unknown True
4611 Female 53.00 True True Rural 98.61 38.8 smokes True
4612 Male 28.00 True True Urban 86.61 38.6 smokes True
4613 Female 81.00 True True Urban 80.44 32.2 never smoked True
4614 Male 16.00 True True Rural 97.23 30.6 never smoked True
4615 Male 24.00 True True Rural 91.21 28.1 formerly smoked True
4616 Female 62.00 True True Urban 103.69 35.2 smokes True
4617 Female 62.00 True True Urban 74.12 21.8 formerly smoked True
4618 Female 59.00 True True Urban 71.08 28.1 never smoked True
4619 Female 19.00 True True Urban 58.39 28.2 never smoked True
4620 Female 51.00 True True Rural 176.34 28.4 never smoked True
4621 Male 38.00 True True Rural 73.76 37.4 never smoked True
4622 Female 26.00 True True Rural 67.21 21.8 formerly smoked True
4623 Male 13.00 True True Urban 87.98 19.8 Unknown True
4624 Male 4.00 True True Urban 94.23 16.2 Unknown True
4625 Male 55.00 True True Rural 111.36 33.6 never smoked True
4626 Female 44.00 True True Urban 84.07 21.2 smokes True
4627 Female 31.00 True True Urban 117.31 28.4 never smoked True
4628 Female 17.00 True True Urban 68.86 41.1 never smoked True
4629 Female 23.00 True True Urban 132.88 24.9 never smoked True
4630 Female 46.00 True True Rural 124.92 28.8 Unknown True
4631 Female 81.00 True True Urban 57.42 33.7 never smoked True
4632 Male 38.00 True True Urban 215.69 38.6 formerly smoked True
4633 Female 50.00 True True Urban 154.67 33.8 never smoked True
4634 Female 34.00 True True Urban 67.66 22.4 never smoked True
4635 Male 60.00 True True Rural 153.48 37.3 never smoked True
4636 Female 50.00 True True Urban 62.63 23.4 never smoked True
4637 Female 49.00 True True Urban 77.93 39.1 smokes True
4638 Female 2.00 True True Rural 80.30 21.2 Unknown True
4639 Male 47.00 True True Urban 106.69 31.2 Unknown True
4640 Female 34.00 True True Urban 83.07 28.0 formerly smoked True
4641 Female 22.00 True True Urban 140.14 21.1 never smoked True
4642 Female 11.00 True True Urban 92.65 15.7 never smoked True
4643 Male 54.00 True True Urban 111.37 29.1 formerly smoked True
4644 Female 60.00 True True Rural 99.00 26.1 never smoked True
4645 Male 3.00 True True Rural 78.24 16.2 Unknown True
4646 Female 46.00 True True Rural 83.88 27.1 never smoked True
4647 Male 30.00 True True Urban 86.21 28.8 smokes True
4648 Female 63.00 True True Urban 57.06 37.9 never smoked True
4649 Female 50.00 True True Rural 112.25 21.6 Unknown True
4650 Male 65.00 True True Urban 81.06 30.1 smokes True
4651 Male 78.00 True True Urban 104.37 29.7 never smoked True
4652 Female 36.00 True True Urban 124.31 26.4 Unknown True
4653 Female 18.00 True True Urban 101.95 46.0 formerly smoked True
4654 Female 44.00 True True Rural 116.95 26.1 never smoked True
4655 Female 4.00 True True Urban 99.76 23.2 Unknown True
4656 Female 60.00 True True Urban 105.48 28.4 Unknown True
4657 Female 19.00 True True Urban 100.60 20.5 never smoked True
4658 Male 15.00 True True Urban 65.05 24.6 Unknown True
4659 Male 20.00 True True Rural 75.90 32.2 never smoked True
4660 Male 76.00 True True Rural 267.60 30.5 never smoked True
4661 Female 39.00 True True Urban 109.03 24.9 Unknown True
4662 Male 58.00 True True Rural 225.35 26.5 smokes True
4663 Male 64.00 True True Rural 196.26 34.5 Unknown True
4664 Female 79.00 True True Urban 95.42 21.5 formerly smoked True
4665 Female 11.00 True True Rural 123.04 15.9 Unknown True
4666 Male 4.00 True True Urban 85.88 17.7 Unknown True
4667 Female 43.00 True True Rural 107.43 26.5 never smoked True
4668 Female 44.00 True True Rural 56.85 24.4 never smoked True
4669 Female 37.00 True True Rural 102.15 26.6 Unknown True
4670 Female 34.00 True True Rural 88.68 23.9 never smoked True
4671 Female 59.00 True True Urban 182.52 30.1 Unknown True
4672 Female 40.00 True True Urban 93.97 23.6 never smoked True
4673 Female 8.00 True True Urban 104.03 18.4 Unknown True
4674 Female 24.00 True True Rural 67.99 32.1 never smoked True
4675 Male 18.00 True True Rural 83.37 24.4 Unknown True
4676 Male 20.00 True True Rural 124.66 27.3 never smoked True
4677 Female 70.00 True True Rural 212.87 34.8 never smoked True
4678 Female 68.00 True True Urban 96.75 28.4 formerly smoked True
4679 Male 17.00 True True Urban 63.28 40.2 Unknown True
4680 Female 17.00 True True Urban 82.64 31.1 Unknown True
4681 Female 21.00 True True Rural 71.34 24.0 never smoked True
4682 Female 38.00 True True Rural 183.43 38.1 formerly smoked True
4683 Female 59.00 True True Urban 101.19 29.9 formerly smoked True
4684 Female 79.00 True True Rural 88.51 24.5 never smoked True
4685 Female 72.00 True True Urban 74.17 35.5 formerly smoked True
4686 Female 54.00 True True Urban 76.04 29.5 smokes True
4687 Female 44.00 True True Urban 73.87 28.8 smokes True
4688 Female 48.00 True True Rural 99.07 22.1 never smoked True
4689 Male 29.00 True True Urban 82.93 29.4 formerly smoked True
4690 Female 44.00 True True Rural 133.24 45.0 smokes True
4691 Female 61.00 True True Urban 69.88 27.1 never smoked True
4692 Female 58.00 True True Rural 69.12 28.3 Unknown True
4693 Female 81.00 True True Rural 86.05 20.1 formerly smoked True
4694 Male 29.00 True True Urban 185.27 31.3 never smoked True
4695 Male 5.00 True True Urban 97.46 17.6 Unknown True
4696 Female 35.00 True True Urban 81.90 24.5 never smoked True
4697 Female 40.00 True True Rural 99.58 24.1 Unknown True
4698 Female 37.00 True True Rural 124.54 31.3 never smoked True
4699 Male 33.00 True True Rural 153.34 31.5 never smoked True
4700 Female 35.00 True True Urban 112.35 29.9 Unknown True
4701 Female 38.00 True True Urban 160.76 30.2 smokes True
4702 Female 26.00 True True Rural 73.29 27.8 never smoked True
4703 Male 10.00 True True Urban 108.08 15.6 Unknown True
4704 Female 72.00 True True Urban 206.49 26.3 never smoked True
4705 Male 21.00 True True Rural 77.42 24.8 never smoked True
4706 Female 20.00 True True Rural 117.59 17.1 never smoked True
4707 Female 1.24 True True Rural 61.94 20.3 Unknown True
4708 Female 26.00 True True Urban 116.68 18.7 formerly smoked True
4709 Female 79.00 True True Urban 253.86 28.8 formerly smoked True
4710 Female 78.00 True True Urban 203.36 28.7 formerly smoked True
4711 Male 56.00 True True Rural 125.87 24.6 never smoked True
4712 Female 46.00 True True Rural 64.09 25.3 never smoked True
4713 Male 55.00 True True Urban 65.33 29.7 Unknown True
4714 Male 30.00 True True Urban 96.84 21.1 Unknown True
4715 Male 53.00 True True Rural 175.92 26.9 smokes True
4716 Male 32.00 True True Rural 100.65 26.2 formerly smoked True
4717 Male 38.00 True True Rural 112.39 26.3 Unknown True
4718 Male 33.00 True True Rural 81.10 24.8 never smoked True
4719 Female 44.00 True True Rural 98.30 25.0 never smoked True
4720 Male 44.00 True True Urban 89.68 34.6 Unknown True
4721 Female 51.00 True True Urban 95.16 42.7 formerly smoked True
4722 Female 41.00 True True Rural 91.04 24.5 never smoked True
4723 Male 5.00 True True Urban 101.87 19.3 Unknown True
4724 Female 42.00 True True Rural 96.86 29.3 never smoked True
4725 Female 6.00 True True Urban 91.05 22.1 Unknown True
4726 Female 46.00 True True Urban 55.84 27.8 never smoked True
4727 Female 47.00 True True Urban 84.04 24.7 never smoked True
4728 Female 25.00 True True Urban 92.06 25.3 smokes True
4729 Female 40.00 True True Urban 89.61 41.2 formerly smoked True
4730 Female 49.00 True True Urban 69.92 47.6 never smoked True
4731 Male 21.00 True True Rural 89.29 23.4 never smoked True
4732 Female 61.00 True True Rural 120.23 22.7 Unknown True
4733 Male 78.00 True True Urban 60.22 29.7 formerly smoked True
4734 Male 41.00 True True Urban 223.78 32.3 never smoked True
4735 Female 82.00 True True Rural 211.58 36.9 never smoked True
4736 Male 39.00 True True Urban 179.38 27.7 Unknown True
4737 Male 70.00 True True Rural 193.88 24.3 Unknown True
4738 Female 31.00 True True Urban 89.01 37.4 never smoked True
4739 Female 37.00 True True Urban 118.41 25.1 never smoked True
4740 Male 21.00 True True Urban 138.51 24.3 never smoked True
4741 Male 80.00 True True Urban 120.03 24.3 formerly smoked True
4742 Female 21.00 True True Urban 91.01 28.7 never smoked True
4743 Female 5.00 True True Urban 61.98 16.8 Unknown True
4744 Male 81.00 True True Rural 135.32 35.8 Unknown True
4745 Female 35.00 True True Rural 58.72 40.0 smokes True
4746 Female 24.00 True True Urban 90.42 24.3 never smoked True
4747 Female 52.00 True True Urban 104.00 25.6 smokes True
4748 Male 70.00 True True Urban 102.50 37.8 Unknown True
4749 Female 34.00 True True Rural 174.37 23.0 never smoked True
4750 Male 17.00 True True Rural 106.56 21.0 Unknown True
4751 Female 8.00 True True Urban 76.31 15.5 Unknown True
4752 Male 1.72 True True Urban 77.28 17.1 Unknown True
4753 Female 29.00 True True Urban 90.52 28.0 never smoked True
4754 Male 55.00 True True Rural 108.35 40.8 formerly smoked True
4755 Female 44.00 True True Rural 72.03 37.5 smokes True
4756 Female 19.00 True True Urban 90.57 24.2 Unknown True
4757 Male 67.00 True True Rural 97.04 26.9 smokes True
4758 Female 72.00 True True Urban 83.89 33.1 formerly smoked True
4759 Female 51.00 True True Urban 152.56 21.8 Unknown True
4760 Female 63.00 True True Rural 75.93 34.7 formerly smoked True
4761 Female 64.00 True True Urban 76.89 30.2 Unknown True
4762 Female 0.72 True True Rural 62.13 16.8 Unknown True
4763 Male 26.00 True True Rural 100.85 21.0 smokes True
4764 Male 59.00 True True Rural 95.05 30.9 never smoked True
4765 Male 76.00 True True Urban 82.35 38.9 never smoked True
4766 Male 13.00 True True Urban 82.38 24.3 Unknown True
4767 Male 1.08 True True Rural 79.15 17.4 Unknown True
4768 Male 57.00 True True Rural 76.62 28.2 never smoked True
4769 Male 68.00 True True Urban 91.68 40.8 Unknown True
4770 Male 9.00 True True Urban 71.88 17.5 Unknown True
4771 Male 82.00 True True Rural 71.97 28.3 never smoked True
4772 Female 45.00 True True Urban 97.95 24.5 Unknown True
4773 Female 57.00 True True Rural 77.93 21.7 never smoked True
4774 Female 18.00 True True Urban 82.85 46.9 Unknown True
4775 Female 13.00 True True Rural 103.08 18.6 Unknown True
4776 Female 81.00 True True Urban 125.20 40.0 never smoked True
4777 Female 35.00 True True Rural 82.99 30.6 never smoked True
4778 Male 51.00 True True Rural 166.29 25.6 formerly smoked True
4779 Female 44.00 True True Urban 85.28 26.2 Unknown True
4780 Female 61.00 True True Rural 202.21 31.6 never smoked True
4781 Female 59.00 True True Rural 76.15 30.2 Unknown True
4782 Male 78.00 True True Urban 219.84 30.7 Unknown True
4783 Male 57.00 True True Urban 217.08 33.8 Unknown True
4784 Male 58.00 True True Rural 189.84 31.4 Unknown True
4785 Male 59.00 True True Rural 211.78 33.5 formerly smoked True
4786 Female 63.00 True True Urban 90.90 30.0 formerly smoked True
4787 Female 75.00 True True Urban 109.78 28.3 Unknown True
4788 Female 76.00 True True Urban 89.96 28.4 Unknown True
4789 Male 78.00 True True Urban 75.32 29.1 formerly smoked True
4790 Female 63.00 True True Urban 197.54 31.6 never smoked True
4791 Male 78.00 True True Urban 237.75 29.3 formerly smoked True
4792 Male 75.00 True True Urban 104.72 28.3 Unknown True
4793 Female 76.00 True True Rural 62.57 28.0 formerly smoked True
4794 Female 51.00 True True Urban 165.31 30.5 never smoked True
4795 Female 66.00 True True Urban 101.45 29.3 Unknown True
4796 Male 58.00 True True Urban 71.20 30.0 Unknown True
4797 Male 58.00 True True Urban 82.30 30.2 smokes True
4798 Female 76.00 True True Urban 106.41 28.2 formerly smoked True
4799 Female 72.00 True True Urban 219.91 32.1 Unknown True
4800 Male 78.00 True True Urban 93.13 29.2 formerly smoked True
4801 Female 75.00 True True Urban 62.48 28.1 Unknown True
4802 Female 38.00 True True Rural 101.45 29.9 formerly smoked True
4803 Male 65.00 True True Urban 68.43 29.6 formerly smoked True
4804 Female 79.00 True True Rural 169.67 28.0 Unknown True
4805 Female 76.00 True True Urban 57.92 27.9 formerly smoked True
4806 Male 71.00 True True Urban 81.76 28.9 smokes True
4807 Female 1.32 True True Urban 70.37 18.7 Unknown True
4808 Male 79.00 True True Rural 75.02 29.1 never smoked True
4809 Male 64.00 True True Rural 111.98 29.8 formerly smoked True
4810 Female 79.00 True True Rural 60.94 28.8 never smoked True
4811 Female 78.00 True True Rural 60.67 27.1 formerly smoked True
4812 Female 80.00 True True Urban 110.66 27.3 Unknown True
4813 Female 77.00 True True Urban 81.32 28.1 Unknown True
4814 Male 61.00 True True Urban 209.86 32.9 Unknown True
4815 Male 79.00 True True Rural 114.77 27.2 formerly smoked True
4816 Male 74.00 True True Urban 167.13 28.7 Unknown True
4817 Female 76.00 True True Urban 199.86 31.7 smokes True
4818 Male 74.00 True True Rural 60.98 28.1 never smoked True
4819 Male 71.00 True True Rural 87.80 30.8 Unknown True
4820 Male 34.00 True True Urban 106.23 29.7 formerly smoked True
4821 Female 76.00 True True Urban 209.58 33.1 never smoked True
4822 Female 63.00 True True Rural 79.92 30.0 smokes True
4823 Male 61.00 True True Urban 184.15 30.9 Unknown True
4824 Male 54.00 True True Rural 198.69 33.7 smokes True
4825 Male 40.00 True True Rural 89.77 30.1 smokes True
4826 Female 48.00 True True Rural 118.14 31.7 formerly smoked True
4827 Male 61.00 True True Urban 88.27 30.0 never smoked True
4828 Male 31.00 True True Urban 92.11 31.2 never smoked True
4829 Female 43.00 True True Rural 107.42 29.9 never smoked True
4830 Female 9.00 True True Urban 95.81 20.0 Unknown True
4831 Male 52.00 True True Urban 226.70 33.1 smokes True
4832 Female 77.00 True True Rural 183.10 29.0 never smoked True
4833 Female 17.00 True True Rural 83.23 26.4 never smoked True
4834 Female 71.00 True True Urban 91.35 29.0 formerly smoked True
4835 Female 35.00 True True Urban 83.76 29.8 smokes True
4836 Female 23.00 True True Urban 110.16 27.0 never smoked True
4837 Male 40.00 True True Urban 88.27 30.1 formerly smoked True
4838 Female 23.00 True True Rural 193.22 28.4 smokes True
4839 Female 71.00 True True Rural 66.12 30.4 never smoked True
4840 Male 13.00 True True Urban 71.73 22.6 Unknown True
4841 Male 73.00 True True Rural 102.06 30.2 Unknown True
4842 Female 3.00 True True Urban 79.63 18.9 Unknown True
4843 Male 51.00 True True Rural 217.71 33.7 formerly smoked True
4844 Male 35.00 True True Rural 115.92 29.6 formerly smoked True
4845 Female 73.00 True True Rural 79.69 28.6 formerly smoked True
4846 Female 6.00 True True Urban 201.25 20.5 Unknown True
4847 Male 46.00 True True Rural 73.72 31.6 smokes True
4848 Female 71.00 True True Urban 214.77 32.3 Unknown True
4849 Female 54.00 True True Rural 98.74 31.9 never smoked True
4850 Female 80.00 True True Urban 84.86 27.4 Unknown True
4851 Female 49.00 True True Rural 67.27 29.9 formerly smoked True
4852 Male 72.00 True True Rural 72.09 28.5 smokes True
4853 Male 25.00 True True Rural 78.29 27.2 smokes True
4854 Male 27.00 True True Rural 191.79 28.9 smokes True
4855 Male 51.00 True True Rural 163.56 32.3 formerly smoked True
4856 Male 48.00 True True Rural 216.88 33.7 smokes True
4857 Male 7.00 True True Urban 87.94 19.5 Unknown True
4858 Female 61.00 True True Urban 237.58 33.7 formerly smoked True
4859 Female 25.00 True True Urban 93.23 27.2 smokes True
4860 Male 30.00 True True Urban 91.23 29.3 smokes True
4861 Male 71.00 True True Rural 93.60 30.7 never smoked True
4862 Male 47.00 True True Rural 237.17 32.1 Unknown True
4863 Male 76.00 True True Urban 79.05 28.3 Unknown True
4864 Female 29.00 True True Urban 81.43 28.6 formerly smoked True
4865 Female 48.00 True True Urban 101.22 30.0 formerly smoked True
4866 Female 57.00 True True Urban 210.00 35.2 never smoked True
4867 Male 58.00 True True Urban 94.00 30.3 Unknown True
4868 Male 45.00 True True Rural 93.77 30.0 Unknown True
4869 Male 66.00 True True Urban 190.40 30.5 formerly smoked True
4870 Male 59.00 True True Urban 188.69 31.4 formerly smoked True
4871 Male 34.00 True True Rural 86.51 29.9 formerly smoked True
4872 Male 69.00 True True Rural 107.11 30.6 smokes True
4873 Male 66.00 True True Urban 71.38 29.2 formerly smoked True
4874 Female 48.00 True True Rural 209.90 33.2 smokes True
4875 Male 32.00 True True Rural 95.58 29.8 smokes True
4876 Male 60.00 True True Urban 185.71 31.4 Unknown True
4877 Female 30.00 True True Urban 88.20 29.3 smokes True
4878 Female 60.00 True True Urban 203.04 32.1 smokes True
4879 Male 10.00 True True Rural 99.87 20.3 formerly smoked True
4880 Male 20.00 True True Rural 70.96 26.3 Unknown True
4881 Male 77.00 True True Urban 74.26 28.0 formerly smoked True
4882 Male 67.00 True True Urban 92.73 29.1 never smoked True
4883 Female 42.00 True True Urban 208.06 32.5 smokes True
4884 Female 60.00 True True Urban 109.00 31.9 Unknown True
4885 Male 0.48 True True Urban 73.02 17.9 Unknown True
4886 Male 35.00 True True Rural 77.48 29.8 formerly smoked True
4887 Male 50.00 True True Urban 81.96 32.0 formerly smoked True
4888 Female 19.00 True True Rural 72.39 26.3 smokes True
4889 Female 77.00 True True Urban 109.51 29.7 never smoked True
4890 Male 67.00 True True Rural 97.24 28.9 Unknown True
4891 Female 20.00 True True Urban 89.03 26.6 smokes True
4892 Male 49.00 True True Rural 79.64 30.2 smokes True
4893 Male 77.00 True True Rural 106.03 28.0 Unknown True
4894 Female 52.00 True True Rural 111.38 31.8 smokes True
4895 Male 43.00 True True Rural 80.07 30.0 never smoked True
4896 Female 69.00 True True Urban 112.20 30.6 never smoked True
4897 Female 34.00 True True Urban 100.61 31.5 Unknown True
4898 Male 78.00 True True Urban 243.73 28.0 smokes True
4899 Male 76.00 True True Urban 67.03 28.0 never smoked True
4900 Male 62.00 True True Rural 176.25 32.4 never smoked True
4901 Female 71.00 True True Urban 105.55 30.6 smokes True
4902 Male 79.00 True True Urban 213.38 30.5 Unknown True
4903 Male 79.00 True True Rural 82.27 27.4 never smoked True
4904 Male 54.00 True True Rural 74.06 30.2 never smoked True
4905 Female 73.00 True True Rural 217.84 33.9 never smoked True
4906 Female 5.00 True True Rural 105.18 19.0 Unknown True
4907 Female 38.00 True True Rural 217.55 33.5 smokes True
4908 Male 72.00 True True Rural 231.71 33.2 Unknown True
4909 Male 14.00 True True Rural 110.72 25.9 never smoked True
4910 Male 50.00 True True Urban 67.02 29.9 formerly smoked True
4911 Male 29.00 True True Urban 77.55 30.4 formerly smoked True
4912 Male 75.00 True True Rural 198.79 31.8 smokes True
4913 Female 68.00 True True Rural 233.30 33.5 Unknown True
4914 Female 33.00 True True Rural 97.87 31.4 smokes True
4915 Male 63.00 True True Urban 82.72 29.9 never smoked True
4916 Female 56.00 True True Urban 102.97 30.1 smokes True
4917 Male 70.00 True True Urban 202.55 30.8 formerly smoked True
4918 Male 71.00 True True Urban 204.98 31.0 formerly smoked True
4919 Female 73.00 True True Rural 69.35 28.4 never smoked True
4920 Female 67.00 True True Rural 85.48 30.8 smokes True
4921 Female 62.00 True True Urban 75.78 31.8 smokes True
4922 Female 38.00 True True Urban 91.44 30.1 Unknown True
4923 Female 47.00 True True Rural 195.61 31.7 never smoked True
4924 Female 42.00 True True Urban 73.37 29.9 smokes True
4925 Male 58.00 True True Urban 160.87 30.5 formerly smoked True
4926 Male 44.00 True True Rural 84.10 31.7 Unknown True
4927 Male 42.00 True True Urban 177.91 30.7 Unknown True
4928 Male 78.00 True True Urban 90.19 29.2 Unknown True
4929 Female 68.00 True True Urban 82.85 29.0 smokes True
4930 Male 39.00 True True Rural 84.18 30.0 smokes True
4931 Male 60.00 True True Rural 212.02 33.5 Unknown True
4932 Female 31.00 True True Urban 87.23 29.4 formerly smoked True
4933 Male 67.00 True True Urban 260.85 29.1 Unknown True
4934 Female 52.00 True True Rural 104.45 31.8 never smoked True
4935 Female 53.00 True True Urban 227.68 33.1 never smoked True
4936 Female 33.00 True True Urban 84.40 29.7 smokes True
4937 Female 53.00 True True Rural 235.45 32.5 formerly smoked True
4938 Female 49.00 True True Rural 107.55 30.1 Unknown True
4939 Male 52.00 True True Rural 79.81 30.2 formerly smoked True
4940 Female 41.00 True True Rural 76.66 30.0 Unknown True
4941 Male 1.88 True True Rural 143.97 19.0 Unknown True
4942 Male 34.00 True True Urban 99.23 29.7 smokes True
4943 Female 16.00 True True Urban 89.45 26.5 Unknown True
4944 Female 45.00 True True Urban 202.66 31.9 never smoked True
4945 Male 1.08 True True Rural 74.50 18.8 Unknown True
4946 Male 1.80 True True Urban 68.80 18.7 Unknown True
4947 Female 13.00 True True Rural 219.81 25.7 Unknown True
4948 Female 61.00 True True Rural 219.38 33.5 never smoked True
4949 Female 37.00 True True Rural 72.08 29.6 formerly smoked True
4950 Male 32.00 True True Urban 58.24 31.1 formerly smoked True
4951 Female 79.00 True True Rural 208.05 29.8 smokes True
4952 Male 8.00 True True Urban 78.76 19.4 Unknown True
4953 Female 75.00 True True Urban 83.88 28.4 smokes True
4954 Female 79.00 True True Rural 92.43 29.2 never smoked True
4955 Female 69.00 True True Urban 207.60 31.2 never smoked True
4956 Male 31.00 True True Urban 108.62 29.2 smokes True
4957 Female 82.00 True True Urban 222.52 31.8 formerly smoked True
4958 Male 32.00 True True Rural 74.43 31.5 Unknown True
4959 Female 17.00 True True Urban 92.97 26.5 formerly smoked True
4960 Female 18.00 True True Rural 101.12 26.4 smokes True
4961 Male 59.00 True True Rural 253.93 32.1 formerly smoked True
4962 Male 3.00 True True Rural 194.75 20.1 Unknown True
4963 Female 20.00 True True Rural 79.53 26.5 never smoked True
4964 Female 78.00 True True Urban 101.76 27.3 smokes True
4965 Male 52.00 True True Rural 116.62 31.7 smokes True
4966 Female 65.00 True True Rural 57.52 29.4 formerly smoked True
4967 Male 59.00 True True Urban 223.16 33.2 Unknown True
4968 Female 78.00 True True Rural 206.53 31.2 never smoked True
4969 Female 70.00 True True Rural 65.68 28.6 Unknown True
4970 Female 70.00 True True Urban 240.69 30.9 smokes True
4971 Male 37.00 True True Rural 107.06 29.7 smokes True
4972 Male 72.00 True True Rural 238.27 30.7 smokes True
4973 Male 1.32 True True Rural 107.02 18.8 Unknown True
4974 Male 58.00 True True Urban 84.94 30.2 never smoked True
4975 Male 31.00 True True Urban 215.07 32.7 smokes True
4976 Male 41.00 True True Rural 70.15 29.8 formerly smoked True
4977 Male 40.00 True True Urban 191.15 31.1 smokes True
4978 Female 45.00 True True Rural 95.02 31.8 smokes True
4979 Male 40.00 True True Rural 83.94 30.0 smokes True
4980 Female 80.00 True True Urban 83.75 29.1 never smoked True
In [290]:
strokedata_df['hypertension_and_stroke'] = strokedata_df['hypertension'] & strokedata_df['stroke']
In [291]:
# # Assuming 'hypertension' and 'stroke' columns already exist in strokedata_df
# strokedata_df_new= strokedata_df.apply(lambda row: 'Yes' if row['hypertension'] == 1 and row['stroke'] == 1 else 'No', axis=1)

# count_hyp_with_stroke = strokedata_df["hypertension_stroke"].value_counts()
# print(strokedata_df_new)
In [292]:
# Create a dictionary to store the counts.
stroke_counts = {}

# Loop through each row in the data.
for index, row in strokedata_df.iterrows():
    # Get the gender and stroke values.
    gender = row["gender"]
    stroke = row["stroke"]

    # If the gender is not already in the dictionary, add it.
    if gender not in stroke_counts:
        stroke_counts[gender] = {}

    # If the stroke is not already in the dictionary for the gender, add it.
    if stroke not in stroke_counts[gender]:
        stroke_counts[gender][stroke] = 0

    # Increment the count for the stroke.
    stroke_counts[gender][stroke] += 1

# Print the counts.
for gender, strokes in stroke_counts.items():
    print(f"{gender}:")
    for stroke, count in strokes.items():
        print(f"\t{stroke}: {count}")
Male:
	True: 2074
Female:
	True: 2907
In [293]:
import matplotlib.pyplot as plt

# Create a dictionary to store the counts.
stroke_counts = {}

# Loop through each row in the data.
for index, row in strokedata_df.iterrows():
    # Get the gender and stroke values.
    gender = row["gender"]
    stroke = row["stroke"]

    # If the gender is not already in the dictionary, add it.
    if gender not in stroke_counts:
        stroke_counts[gender] = {}

    # If the stroke is not already in the dictionary for the gender, add it.
    if stroke not in stroke_counts[gender]:
        stroke_counts[gender][stroke] = 0

    # Increment the count for the stroke.
    stroke_counts[gender][stroke] += 1

# Plot the counts.
bar_width = 0.35
x_offset = 0

for gender, strokes in stroke_counts.items():
    stroke_names = list(strokes.keys())
    counts = list(strokes.values())

    x = [i + x_offset for i in range(len(stroke_names))]
    plt.bar(x, counts, label=gender, width=bar_width)
    x_offset += bar_width

# Add labels and title.
plt.xticks([i + (x_offset - bar_width) / 2 for i in range(len(stroke_names))], stroke_names)
plt.xlabel("Stroke Type")
plt.ylabel("Count")
plt.title("Stroke Counts by Gender")

# Add legend and show the plot.
plt.legend()
plt.tight_layout()
plt.show()

#females seem to have more strokes
In [294]:
strokedata_df.describe()
#used to get averages and counts of float64 data, average age was 43.42, average glucose level was 105.94, and average BMI was 28.50
Out[294]:
age avg_glucose_level bmi
count 4981.000000 4981.000000 4981.000000
mean 43.419859 105.943562 28.498173
std 22.662755 45.075373 6.790464
min 0.080000 55.120000 14.000000
25% 25.000000 77.230000 23.700000
50% 45.000000 91.850000 28.100000
75% 61.000000 113.860000 32.600000
max 82.000000 271.740000 48.900000
In [295]:
import seaborn as sns

sns.boxplot(data=strokedata_df.describe().drop(index=['count']))
plt.show()
In [296]:
# Create a new column 'high_bmi_stroke' using a lambda function
strokedata_df['high_bmi_stroke'] = strokedata_df.apply(lambda row: 'Yes' if row['bmi'] >= 30 and row['stroke'] == 1 else 'No', axis=1)

count_high_bmi_stroke = strokedata_df['high_bmi_stroke'].value_counts()

print(count_high_bmi_stroke)
percentage_high_bmi_stroke = count_high_bmi_stroke / len(strokedata_df) * 100

print("Percentage of 'Yes': {:.2f}%".format(percentage_high_bmi_stroke['Yes']))
print("Percentage of 'No': {:.2f}%".format(percentage_high_bmi_stroke['No']))

# Plot the counts of 'high_bmi_stroke'
sns.countplot(data=strokedata_df, x='high_bmi_stroke', hue='high_bmi_stroke', palette=['blue', 'red'])
plt.xlabel('High BMI & Stroke')
plt.ylabel('Count')
plt.title('Counts of High BMI and Stroke')
plt.legend(title='High BMI & Stroke', labels=['Yes', 'No'])
plt.show()
#this shows the number of individuals that had high BMI (30 or higher) that had a stroke. A BMI of 30 or greater is the classification for obesity. There were 1925 indiviuals that were obese and had a stroke which is about 39%.
high_bmi_stroke
No     3056
Yes    1925
Name: count, dtype: int64
Percentage of 'Yes': 38.65%
Percentage of 'No': 61.35%
In [297]:
# Histograms for numerical columns
plt.figure(figsize=(12, 6))
plt.subplot(2, 2, 1)
plt.hist(strokedata_df['age'], bins=20, color='skyblue', edgecolor='black')
plt.title('Distribution of Age')
plt.xlabel('Age')
plt.ylabel('Frequency')

plt.subplot(2, 2, 2)
plt.hist(strokedata_df['avg_glucose_level'], bins=20, color='lightgreen', edgecolor='black')
plt.title('Distribution of Average Glucose Level')
plt.xlabel('Average Glucose Level')
plt.ylabel('Frequency')

plt.subplot(2, 2, 3)
plt.hist(strokedata_df['bmi'], bins=20, color='salmon', edgecolor='black')
plt.title('Distribution of BMI')
plt.xlabel('BMI')
plt.ylabel('Frequency')

# Box plots for numerical columns
plt.subplot(2, 2, 4)
sns.boxplot(data=strokedata_df[['age', 'avg_glucose_level', 'bmi']])
plt.title('Box Plot of Age, Average Glucose Level, and BMI')
plt.show()
In [298]:
# Count plot of 'stroke' by 'gender'
plt.figure(figsize=(8, 6))
sns.countplot(data=strokedata_df, x='stroke', hue='gender', palette='Set2')
plt.title('Count Plot of Stroke by Gender')
plt.xlabel('Stroke')
plt.ylabel('Count')
plt.legend(title='Gender')
plt.show()
In [299]:
# Create the new column 'high_bmi_stroke' for females only using a lambda function
strokedata_df['female_high_bmi_stroke'] = strokedata_df.apply(lambda row: 'Yes' if row['gender'] == 'Female' and row['bmi'] >= 30 and row['stroke'] == 1 else 'No' if row['gender'] == 'Female' else 'Male', axis=1)
count_female_high_bmi_stroke = strokedata_df['female_high_bmi_stroke'].value_counts()

print(count_female_high_bmi_stroke)
percentagefemale_high_bmi_stroke = count_female_high_bmi_stroke / len(strokedata_df) * 100

print("Percentage of 'Yes': {:.2f}%".format(percentagefemale_high_bmi_stroke['Yes']))
print("Percentage of 'No': {:.2f}%".format(percentagefemale_high_bmi_stroke['No']))
female_high_bmi_stroke
Male    2074
No      1815
Yes     1092
Name: count, dtype: int64
Percentage of 'Yes': 21.92%
Percentage of 'No': 36.44%
In [300]:
strokedata_df.head()
Out[300]:
gender age hypertension heart_disease Residence_type avg_glucose_level bmi smoking_status stroke hypertension_and_stroke high_bmi_stroke female_high_bmi_stroke
0 Male 67.0 True True Urban 228.69 36.6 formerly smoked True True Yes Male
1 Male 80.0 True True Rural 105.92 32.5 never smoked True True Yes Male
2 Female 49.0 True True Urban 171.23 34.4 smokes True True Yes Yes
3 Female 79.0 True True Rural 174.12 24.0 never smoked True True No No
4 Male 81.0 True True Urban 186.21 29.0 formerly smoked True True No Male
In [301]:
strokedata_df['female_high_bmi_stroke'].unique()
Out[301]:
array(['Male', 'Yes', 'No'], dtype=object)
In [302]:
df_female = strokedata_df[strokedata_df['gender'] != 'Male'].reset_index(drop=True)
In [303]:
df_female
Out[303]:
gender age hypertension heart_disease Residence_type avg_glucose_level bmi smoking_status stroke hypertension_and_stroke high_bmi_stroke female_high_bmi_stroke
0 Female 49.00 True True Urban 171.23 34.4 smokes True True Yes Yes
1 Female 79.00 True True Rural 174.12 24.0 never smoked True True No No
2 Female 69.00 True True Urban 94.39 22.8 never smoked True True No No
3 Female 78.00 True True Urban 58.57 24.2 Unknown True True No No
4 Female 81.00 True True Rural 80.43 29.7 never smoked True True No No
5 Female 61.00 True True Rural 120.46 36.8 smokes True True Yes Yes
6 Female 54.00 True True Urban 104.51 27.3 smokes True True No No
7 Female 79.00 True True Urban 214.09 28.2 never smoked True True No No
8 Female 50.00 True True Rural 167.41 30.9 never smoked True True Yes Yes
9 Female 60.00 True True Urban 89.22 37.8 never smoked True True Yes Yes
10 Female 71.00 True True Rural 193.94 22.4 smokes True True No No
11 Female 52.00 True True Urban 233.29 48.9 never smoked True True Yes Yes
12 Female 79.00 True True Urban 228.70 26.6 never smoked True True No No
13 Female 65.00 True True Rural 100.98 28.2 formerly smoked True True No No
14 Female 82.00 True True Urban 196.92 22.2 never smoked True True No No
15 Female 82.00 True True Rural 84.03 26.5 formerly smoked True True No No
16 Female 72.00 True True Rural 74.63 23.1 formerly smoked True True No No
17 Female 49.00 True True Urban 60.91 29.9 never smoked True True No No
18 Female 58.00 True True Urban 107.26 38.6 formerly smoked True True Yes Yes
19 Female 39.00 True True Rural 58.09 39.2 smokes True True Yes Yes
20 Female 79.00 True True Rural 127.29 27.7 never smoked True True No No
21 Female 77.00 True True Urban 124.13 31.4 never smoked True True Yes Yes
22 Female 82.00 True True Rural 59.32 33.2 never smoked True True Yes Yes
23 Female 54.00 True True Urban 180.93 27.7 never smoked True True No No
24 Female 56.00 True True Urban 185.17 40.4 formerly smoked True True Yes Yes
25 Female 80.00 True True Rural 74.90 22.2 never smoked True True No No
26 Female 67.00 True True Rural 61.94 25.3 smokes True True No No
27 Female 45.00 True True Rural 93.72 30.2 formerly smoked True True Yes Yes
28 Female 70.00 True True Urban 221.58 47.5 never smoked True True Yes Yes
29 Female 80.00 True True Rural 72.67 28.9 never smoked True True No No
30 Female 67.00 True True Rural 179.12 28.1 formerly smoked True True No No
31 Female 66.00 True True Rural 116.55 31.1 formerly smoked True True Yes Yes
32 Female 52.00 True True Rural 96.59 26.4 never smoked True True No No
33 Female 80.00 True True Rural 66.72 21.7 formerly smoked True True No No
34 Female 79.00 True True Urban 110.85 24.1 formerly smoked True True No No
35 Female 79.00 True True Rural 88.92 22.9 never smoked True True No No
36 Female 68.00 True True Urban 79.79 29.7 never smoked True True No No
37 Female 70.00 True True Rural 59.35 32.3 formerly smoked True True Yes Yes
38 Female 79.00 True True Urban 226.98 29.8 never smoked True True No No
39 Female 57.00 True True Urban 68.02 37.5 never smoked True True Yes Yes
40 Female 80.00 True True Urban 68.56 26.2 Unknown True True No No
41 Female 78.00 True True Rural 235.63 32.3 never smoked True True Yes Yes
42 Female 70.00 True True Rural 76.34 24.4 formerly smoked True True No No
43 Female 69.00 True True Urban 82.81 28.0 never smoked True True No No
44 Female 77.00 True True Rural 190.32 31.4 never smoked True True Yes Yes
45 Female 74.00 True True Rural 231.61 34.6 formerly smoked True True Yes Yes
46 Female 81.00 True True Rural 78.70 19.4 Unknown True True No No
47 Female 57.00 True True Urban 110.52 28.5 Unknown True True No No
48 Female 50.00 True True Rural 73.18 30.3 formerly smoked True True Yes Yes
49 Female 54.00 True True Rural 191.82 40.4 smokes True True Yes Yes
50 Female 79.00 True True Rural 93.05 24.2 never smoked True True No No
51 Female 53.00 True True Urban 64.17 41.5 never smoked True True Yes Yes
52 Female 68.00 True True Urban 82.10 27.1 Unknown True True No No
53 Female 38.00 True True Urban 82.28 24.0 formerly smoked True True No No
54 Female 77.00 True True Urban 105.22 31.0 never smoked True True Yes Yes
55 Female 58.00 True True Rural 59.86 28.0 formerly smoked True True No No
56 Female 53.00 True True Urban 62.55 30.3 Unknown True True Yes Yes
57 Female 72.00 True True Urban 131.41 28.4 never smoked True True No No
58 Female 80.00 True True Urban 73.54 24.0 Unknown True True No No
59 Female 73.00 True True Rural 190.14 36.5 never smoked True True Yes Yes
60 Female 78.00 True True Urban 130.54 20.1 never smoked True True No No
61 Female 68.00 True True Rural 206.09 26.7 never smoked True True No No
62 Female 71.00 True True Urban 263.32 38.7 never smoked True True Yes Yes
63 Female 76.00 True True Urban 207.28 34.9 Unknown True True Yes Yes
64 Female 75.00 True True Rural 199.20 26.6 Unknown True True No No
65 Female 59.00 True True Rural 116.44 23.8 smokes True True No No
66 Female 74.00 True True Urban 70.28 21.8 never smoked True True No No
67 Female 69.00 True True Urban 72.17 36.8 never smoked True True Yes Yes
68 Female 72.00 True True Urban 221.79 30.0 never smoked True True Yes Yes
69 Female 78.00 True True Urban 67.29 24.6 never smoked True True No No
70 Female 57.00 True True Rural 67.41 32.9 never smoked True True Yes Yes
71 Female 70.00 True True Rural 239.07 26.1 never smoked True True No No
72 Female 80.00 True True Urban 76.57 34.1 never smoked True True Yes Yes
73 Female 55.00 True True Rural 92.98 25.6 never smoked True True No No
74 Female 77.00 True True Rural 231.56 36.9 never smoked True True Yes Yes
75 Female 50.00 True True Rural 102.16 31.4 smokes True True Yes Yes
76 Female 57.00 True True Urban 221.89 37.3 smokes True True Yes Yes
77 Female 71.00 True True Urban 195.71 34.1 formerly smoked True True Yes Yes
78 Female 81.00 True True Rural 74.02 25.0 never smoked True True No No
79 Female 78.00 True True Urban 203.87 45.7 never smoked True True Yes Yes
80 Female 70.00 True True Urban 89.13 34.2 formerly smoked True True Yes Yes
81 Female 56.00 True True Rural 162.23 27.3 Unknown True True No No
82 Female 79.00 True True Urban 98.02 22.3 formerly smoked True True No No
83 Female 60.00 True True Urban 97.43 26.4 smokes True True No No
84 Female 80.00 True True Rural 91.02 32.9 formerly smoked True True Yes Yes
85 Female 80.00 True True Urban 64.44 45.0 never smoked True True Yes Yes
86 Female 46.00 True True Urban 78.18 30.8 never smoked True True Yes Yes
87 Female 32.00 True True Rural 76.13 29.9 smokes True True No No
88 Female 82.00 True True Urban 215.94 27.9 formerly smoked True True No No
89 Female 65.00 True True Urban 205.77 46.0 formerly smoked True True Yes Yes
90 Female 72.00 True True Rural 97.92 26.9 smokes True True No No
91 Female 74.00 True True Urban 74.96 26.6 never smoked True True No No
92 Female 77.00 True True Rural 90.00 32.0 never smoked True True Yes Yes
93 Female 78.00 True True Rural 109.47 30.8 never smoked True True Yes Yes
94 Female 78.00 True True Urban 106.74 33.0 formerly smoked True True Yes Yes
95 Female 81.00 True True Rural 80.13 23.4 never smoked True True No No
96 Female 63.00 True True Rural 106.58 23.9 Unknown True True No No
97 Female 39.00 True True Urban 83.24 26.3 never smoked True True No No
98 Female 51.00 True True Rural 103.43 27.3 formerly smoked True True No No
99 Female 48.00 True True Urban 74.11 20.5 never smoked True True No No
100 Female 81.00 True True Urban 95.84 21.5 never smoked True True No No
101 Female 79.00 True True Urban 205.33 31.0 smokes True True Yes Yes
102 Female 55.00 True True Urban 210.40 40.0 smokes True True Yes Yes
103 Female 63.00 True True Rural 205.35 42.2 formerly smoked True True Yes Yes
104 Female 81.00 True True Urban 70.30 25.8 smokes True True No No
105 Female 57.00 True True Urban 216.58 31.0 Unknown True True Yes Yes
106 Female 81.00 True True Rural 184.40 27.5 never smoked True True No No
107 Female 39.00 True True Urban 97.76 29.6 smokes True True No No
108 Female 80.00 True True Urban 66.03 35.4 never smoked True True Yes Yes
109 Female 81.00 True True Rural 81.95 16.9 never smoked True True No No
110 Female 79.00 True True Urban 97.73 21.5 smokes True True No No
111 Female 73.00 True True Urban 70.94 34.4 never smoked True True Yes Yes
112 Female 77.00 True True Urban 199.84 28.0 formerly smoked True True No No
113 Female 68.00 True True Rural 211.06 39.3 Unknown True True Yes Yes
114 Female 51.00 True True Urban 88.20 28.4 never smoked True True No No
115 Female 68.00 True True Urban 247.51 40.5 formerly smoked True True Yes Yes
116 Female 14.00 True True Rural 57.93 30.9 Unknown True True Yes Yes
117 Female 75.00 True True Rural 78.80 29.3 formerly smoked True True No No
118 Female 78.00 True True Rural 78.81 19.6 Unknown True True No No
119 Female 8.00 True True Urban 110.89 17.6 Unknown True True No No
120 Female 70.00 True True Rural 69.04 35.9 formerly smoked True True Yes Yes
121 Female 52.00 True True Urban 77.59 17.7 formerly smoked True True No No
122 Female 75.00 True True Rural 243.53 27.0 never smoked True True No No
123 Female 32.00 True True Rural 77.67 32.3 smokes True True Yes Yes
124 Female 79.00 True True Urban 77.08 35.0 Unknown True True Yes Yes
125 Female 37.00 True True Rural 162.96 39.4 never smoked True True Yes Yes
126 Female 37.00 True True Rural 73.50 26.1 formerly smoked True True No No
127 Female 40.00 True True Rural 95.04 42.4 never smoked True True Yes Yes
128 Female 20.00 True True Urban 84.62 19.7 smokes True True No No
129 Female 42.00 True True Rural 82.67 22.5 never smoked True True No No
130 Female 44.00 True True Urban 57.33 24.6 smokes True True No No
131 Female 79.00 True True Urban 67.84 25.2 smokes True True No No
132 Female 65.00 True True Rural 75.70 41.8 Unknown True True Yes Yes
133 Female 49.00 True True Rural 60.22 31.5 smokes True True Yes Yes
134 Female 59.00 True True Urban 109.82 23.7 never smoked True True No No
135 Female 25.00 True True Urban 60.84 24.5 never smoked True True No No
136 Female 67.00 True True Rural 94.61 28.4 smokes True True No No
137 Female 38.00 True True Rural 97.49 26.9 never smoked True True No No
138 Female 54.00 True True Rural 206.72 26.7 never smoked True True No No
139 Female 70.00 True True Rural 214.45 31.2 never smoked True True Yes Yes
140 Female 47.00 True True Urban 103.26 25.4 Unknown True True No No
141 Female 3.00 True True Urban 73.74 16.0 Unknown True True No No
142 Female 58.00 True True Urban 149.75 27.0 Unknown True True No No
143 Female 32.00 True True Rural 62.60 25.1 formerly smoked True True No No
144 Female 23.00 True True Urban 94.09 30.9 never smoked True True Yes Yes
145 Female 55.00 True True Urban 55.42 24.8 Unknown True True No No
146 Female 17.00 True True Urban 82.18 23.4 Unknown True True No No
147 Female 16.00 True True Rural 110.63 19.5 Unknown True True No No
148 Female 22.00 True True Rural 79.81 27.7 Unknown True True No No
149 Female 45.00 True True Urban 113.63 27.5 smokes True True No No
150 Female 66.00 True True Rural 141.24 28.5 never smoked True True No No
151 Female 58.00 True True Rural 94.30 29.1 Unknown True True No No
152 Female 53.00 True True Urban 81.51 28.5 Unknown True True No No
153 Female 78.00 True True Urban 137.74 34.9 formerly smoked True True Yes Yes
154 Female 13.00 True True Urban 75.42 40.1 Unknown True True Yes Yes
155 Female 30.00 True True Urban 61.45 36.7 smokes True True Yes Yes
156 Female 43.00 True True Rural 115.22 21.2 Unknown True True No No
157 Female 79.00 True True Urban 97.93 31.2 Unknown True True Yes Yes
158 Female 27.00 True True Rural 85.60 21.4 Unknown True True No No
159 Female 38.00 True True Rural 79.83 27.9 smokes True True No No
160 Female 78.00 True True Urban 218.46 34.3 never smoked True True Yes Yes
161 Female 37.00 True True Rural 127.71 36.0 never smoked True True Yes Yes
162 Female 48.00 True True Rural 216.70 38.7 formerly smoked True True Yes Yes
163 Female 29.00 True True Urban 71.89 27.6 never smoked True True No No
164 Female 22.00 True True Urban 69.94 22.8 Unknown True True No No
165 Female 57.00 True True Rural 235.85 40.1 never smoked True True Yes Yes
166 Female 21.00 True True Rural 89.44 21.9 smokes True True No No
167 Female 18.00 True True Rural 111.38 38.4 smokes True True Yes Yes
168 Female 78.00 True True Urban 243.50 26.1 never smoked True True No No
169 Female 78.00 True True Urban 182.20 30.5 formerly smoked True True Yes Yes
170 Female 51.00 True True Rural 89.84 29.9 Unknown True True No No
171 Female 48.00 True True Urban 84.38 27.1 Unknown True True No No
172 Female 82.00 True True Urban 215.60 24.9 never smoked True True No No
173 Female 54.00 True True Rural 91.61 25.2 never smoked True True No No
174 Female 49.00 True True Rural 138.16 19.4 never smoked True True No No
175 Female 24.00 True True Urban 75.23 29.0 never smoked True True No No
176 Female 37.00 True True Rural 75.18 48.2 formerly smoked True True Yes Yes
177 Female 66.00 True True Urban 58.95 24.6 never smoked True True No No
178 Female 23.00 True True Urban 99.92 25.8 never smoked True True No No
179 Female 55.00 True True Urban 118.82 29.0 formerly smoked True True No No
180 Female 25.00 True True Rural 66.30 27.2 never smoked True True No No
181 Female 48.00 True True Urban 101.41 20.7 smokes True True No No
182 Female 79.00 True True Urban 200.28 30.0 formerly smoked True True Yes Yes
183 Female 47.00 True True Urban 136.80 37.3 never smoked True True Yes Yes
184 Female 20.00 True True Rural 96.57 34.1 never smoked True True Yes Yes
185 Female 60.00 True True Rural 66.42 23.6 never smoked True True No No
186 Female 32.00 True True Urban 98.09 25.2 smokes True True No No
187 Female 66.00 True True Rural 205.23 39.5 never smoked True True Yes Yes
188 Female 36.00 True True Rural 126.82 23.3 never smoked True True No No
189 Female 29.00 True True Urban 63.69 28.1 smokes True True No No
190 Female 39.00 True True Rural 89.86 24.4 never smoked True True No No
191 Female 0.64 True True Urban 83.82 24.9 Unknown True True No No
192 Female 72.00 True True Rural 210.78 32.3 formerly smoked True True Yes Yes
193 Female 43.00 True True Rural 118.89 43.6 never smoked True True Yes Yes
194 Female 57.00 True True Rural 72.55 21.0 never smoked True True No No
195 Female 44.00 True True Rural 107.41 47.3 never smoked True True Yes Yes
196 Female 4.00 True True Rural 93.25 16.6 Unknown True True No No
197 Female 18.00 True True Urban 80.05 24.2 never smoked True True No No
198 Female 23.00 True True Rural 91.97 21.6 formerly smoked True True No No
199 Female 53.00 True True Rural 64.40 31.0 smokes True True Yes Yes
200 Female 0.88 True True Rural 88.11 15.5 Unknown True True No No
201 Female 14.00 True True Rural 72.36 20.5 Unknown True True No No
202 Female 53.00 True True Rural 68.76 35.6 formerly smoked True True Yes Yes
203 Female 39.00 True True Urban 101.52 41.8 never smoked True True Yes Yes
204 Female 37.00 True True Urban 91.72 29.2 never smoked True True No No
205 Female 70.00 True True Rural 68.34 22.8 formerly smoked True True No No
206 Female 39.00 True True Rural 83.51 26.4 never smoked True True No No
207 Female 20.00 True True Urban 91.60 28.1 never smoked True True No No
208 Female 17.00 True True Urban 87.52 39.2 never smoked True True Yes Yes
209 Female 75.00 True True Rural 75.39 37.8 never smoked True True Yes Yes
210 Female 31.00 True True Rural 122.41 40.3 smokes True True Yes Yes
211 Female 5.00 True True Rural 84.59 17.7 Unknown True True No No
212 Female 13.00 True True Urban 70.16 21.2 never smoked True True No No
213 Female 22.00 True True Rural 107.52 41.6 Unknown True True Yes Yes
214 Female 52.00 True True Urban 80.88 23.8 smokes True True No No
215 Female 61.00 True True Rural 93.48 23.7 Unknown True True No No
216 Female 78.00 True True Urban 70.21 24.8 never smoked True True No No
217 Female 21.00 True True Rural 101.37 37.9 never smoked True True Yes Yes
218 Female 22.00 True True Rural 105.22 31.1 never smoked True True Yes Yes
219 Female 80.00 True True Rural 70.31 23.2 Unknown True True No No
220 Female 64.00 True True Rural 81.60 36.3 smokes True True Yes Yes
221 Female 38.00 True True Urban 147.48 40.5 Unknown True True Yes Yes
222 Female 33.00 True True Rural 71.16 46.5 smokes True True Yes Yes
223 Female 3.00 True True Urban 73.20 16.8 Unknown True True No No
224 Female 37.00 True True Urban 203.81 46.6 never smoked True True Yes Yes
225 Female 22.00 True True Rural 82.00 26.4 never smoked True True No No
226 Female 24.00 True True Urban 97.55 26.2 never smoked True True No No
227 Female 12.00 True True Rural 75.22 20.9 Unknown True True No No
228 Female 52.00 True True Urban 73.73 34.4 formerly smoked True True Yes Yes
229 Female 68.00 True True Urban 79.58 22.2 never smoked True True No No
230 Female 56.00 True True Rural 205.26 40.3 never smoked True True Yes Yes
231 Female 43.00 True True Rural 58.63 28.4 smokes True True No No
232 Female 40.00 True True Rural 139.90 31.7 smokes True True Yes Yes
233 Female 69.00 True True Rural 225.47 36.9 never smoked True True Yes Yes
234 Female 64.00 True True Urban 82.34 31.9 never smoked True True Yes Yes
235 Female 62.00 True True Urban 180.63 31.8 formerly smoked True True Yes Yes
236 Female 2.00 True True Rural 92.48 18.0 Unknown True True No No
237 Female 22.00 True True Urban 130.34 22.0 never smoked True True No No
238 Female 26.00 True True Urban 82.59 29.4 never smoked True True No No
239 Female 63.00 True True Rural 227.10 26.9 Unknown True True No No
240 Female 65.00 True True Rural 104.21 36.8 never smoked True True Yes Yes
241 Female 42.00 True True Rural 112.06 38.2 never smoked True True Yes Yes
242 Female 33.00 True True Urban 74.44 45.2 smokes True True Yes Yes
243 Female 43.00 True True Rural 95.93 21.8 Unknown True True No No
244 Female 11.00 True True Rural 87.51 24.4 Unknown True True No No
245 Female 7.00 True True Rural 72.35 17.0 Unknown True True No No
246 Female 16.00 True True Rural 113.47 19.5 Unknown True True No No
247 Female 78.00 True True Rural 115.43 27.8 never smoked True True No No
248 Female 43.00 True True Rural 217.30 27.5 never smoked True True No No
249 Female 38.00 True True Urban 196.01 28.1 never smoked True True No No
250 Female 18.00 True True Rural 93.88 22.2 never smoked True True No No
251 Female 43.00 True True Rural 75.05 22.9 smokes True True No No
252 Female 43.00 True True Rural 70.08 26.6 never smoked True True No No
253 Female 32.00 True True Urban 74.20 23.0 smokes True True No No
254 Female 81.00 True True Rural 69.01 32.6 never smoked True True Yes Yes
255 Female 66.00 True True Urban 87.24 22.5 formerly smoked True True No No
256 Female 53.00 True True Rural 96.88 31.4 Unknown True True Yes Yes
257 Female 78.00 True True Urban 73.32 26.0 Unknown True True No No
258 Female 48.00 True True Rural 132.08 31.6 smokes True True Yes Yes
259 Female 31.00 True True Urban 98.99 31.2 never smoked True True Yes Yes
260 Female 42.00 True True Rural 79.14 25.0 formerly smoked True True No No
261 Female 55.00 True True Rural 111.19 39.7 formerly smoked True True Yes Yes
262 Female 71.00 True True Urban 93.28 34.7 never smoked True True Yes Yes
263 Female 14.00 True True Rural 129.53 21.3 never smoked True True No No
264 Female 15.00 True True Rural 114.53 29.1 Unknown True True No No
265 Female 66.00 True True Urban 93.73 23.9 smokes True True No No
266 Female 56.00 True True Urban 77.49 36.0 formerly smoked True True Yes Yes
267 Female 60.00 True True Urban 65.38 41.2 formerly smoked True True Yes Yes
268 Female 57.00 True True Urban 94.18 27.1 never smoked True True No No
269 Female 76.00 True True Urban 96.29 25.4 smokes True True No No
270 Female 42.00 True True Urban 96.99 34.8 formerly smoked True True Yes Yes
271 Female 71.00 True True Rural 100.61 19.2 Unknown True True No No
272 Female 39.00 True True Rural 84.79 35.7 never smoked True True Yes Yes
273 Female 46.00 True True Rural 78.75 37.8 formerly smoked True True Yes Yes
274 Female 51.00 True True Rural 82.93 29.7 smokes True True No No
275 Female 28.00 True True Urban 183.45 40.5 smokes True True Yes Yes
276 Female 44.00 True True Urban 114.94 21.4 never smoked True True No No
277 Female 68.00 True True Rural 104.38 40.8 formerly smoked True True Yes Yes
278 Female 31.00 True True Urban 73.31 45.0 never smoked True True Yes Yes
279 Female 38.00 True True Urban 70.92 41.6 never smoked True True Yes Yes
280 Female 5.00 True True Rural 86.11 19.0 Unknown True True No No
281 Female 54.00 True True Urban 129.16 32.4 never smoked True True Yes Yes
282 Female 30.00 True True Urban 113.85 34.0 never smoked True True Yes Yes
283 Female 23.00 True True Rural 79.35 39.4 formerly smoked True True Yes Yes
284 Female 31.00 True True Rural 80.79 28.7 Unknown True True No No
285 Female 25.00 True True Rural 90.65 20.9 Unknown True True No No
286 Female 20.00 True True Urban 127.18 31.0 Unknown True True Yes Yes
287 Female 12.00 True True Urban 138.06 23.1 Unknown True True No No
288 Female 16.00 True True Rural 155.43 27.3 never smoked True True No No
289 Female 30.00 True True Urban 80.19 20.4 never smoked True True No No
290 Female 54.00 True True Urban 79.30 30.6 formerly smoked True True Yes Yes
291 Female 57.00 True True Urban 98.44 33.6 Unknown True True Yes Yes
292 Female 26.00 True True Rural 75.29 22.6 smokes True True No No
293 Female 15.00 True True Urban 126.96 28.7 Unknown True True No No
294 Female 76.00 True True Urban 183.34 39.5 formerly smoked True True Yes Yes
295 Female 55.00 True True Rural 76.20 27.9 never smoked True True No No
296 Female 55.00 True True Rural 93.36 28.4 never smoked True True No No
297 Female 39.00 True True Rural 191.47 28.3 never smoked True True No No
298 Female 1.80 True True Urban 58.26 16.5 Unknown True True No No
299 Female 72.00 True True Urban 239.82 35.8 never smoked True True Yes Yes
300 Female 0.32 True True Rural 73.71 16.2 Unknown True True No No
301 Female 64.00 True True Rural 88.53 24.6 never smoked True True No No
302 Female 81.00 True True Urban 71.91 19.2 Unknown True True No No
303 Female 32.00 True True Urban 65.30 40.4 never smoked True True Yes Yes
304 Female 52.00 True True Urban 114.25 24.3 formerly smoked True True No No
305 Female 36.00 True True Urban 87.88 34.7 smokes True True Yes Yes
306 Female 51.00 True True Urban 109.16 28.0 smokes True True No No
307 Female 23.00 True True Urban 74.46 35.6 formerly smoked True True Yes Yes
308 Female 54.00 True True Rural 118.51 40.6 never smoked True True Yes Yes
309 Female 54.00 True True Urban 107.47 29.3 formerly smoked True True No No
310 Female 26.00 True True Rural 59.17 20.0 Unknown True True No No
311 Female 65.00 True True Rural 196.36 34.5 formerly smoked True True Yes Yes
312 Female 42.00 True True Rural 139.77 27.7 Unknown True True No No
313 Female 47.00 True True Urban 141.23 21.1 never smoked True True No No
314 Female 24.00 True True Urban 89.99 24.4 formerly smoked True True No No
315 Female 56.00 True True Urban 100.83 26.8 never smoked True True No No
316 Female 30.00 True True Urban 59.82 25.4 never smoked True True No No
317 Female 63.00 True True Urban 105.95 23.5 smokes True True No No
318 Female 53.00 True True Urban 71.15 26.1 formerly smoked True True No No
319 Female 1.08 True True Rural 60.53 17.5 Unknown True True No No
320 Female 59.00 True True Urban 204.86 30.8 never smoked True True Yes Yes
321 Female 24.00 True True Rural 115.03 23.4 never smoked True True No No
322 Female 39.00 True True Rural 97.89 23.6 never smoked True True No No
323 Female 1.80 True True Urban 102.34 17.0 Unknown True True No No
324 Female 56.00 True True Rural 228.08 29.1 Unknown True True No No
325 Female 52.00 True True Rural 88.04 42.1 never smoked True True Yes Yes
326 Female 42.00 True True Urban 92.20 34.2 Unknown True True Yes Yes
327 Female 73.00 True True Urban 219.53 40.9 never smoked True True Yes Yes
328 Female 55.00 True True Rural 75.56 29.4 smokes True True No No
329 Female 80.00 True True Rural 148.91 28.3 never smoked True True No No
330 Female 33.00 True True Urban 69.40 47.8 never smoked True True Yes Yes
331 Female 74.00 True True Rural 68.34 39.3 Unknown True True Yes Yes
332 Female 40.00 True True Urban 71.20 27.1 never smoked True True No No
333 Female 66.00 True True Urban 92.04 23.1 never smoked True True No No
334 Female 20.00 True True Rural 73.00 20.8 never smoked True True No No
335 Female 51.00 True True Urban 111.15 34.1 smokes True True Yes Yes
336 Female 60.00 True True Rural 58.65 30.1 never smoked True True Yes Yes
337 Female 42.00 True True Urban 97.78 29.8 Unknown True True No No
338 Female 66.00 True True Urban 94.62 29.7 formerly smoked True True No No
339 Female 27.00 True True Urban 95.12 27.0 never smoked True True No No
340 Female 80.00 True True Urban 79.09 22.8 never smoked True True No No
341 Female 43.00 True True Urban 98.09 17.3 never smoked True True No No
342 Female 70.00 True True Urban 98.42 36.4 formerly smoked True True Yes Yes
343 Female 58.00 True True Urban 82.01 34.7 formerly smoked True True Yes Yes
344 Female 49.00 True True Rural 56.11 28.7 smokes True True No No
345 Female 54.00 True True Urban 92.39 22.1 never smoked True True No No
346 Female 56.00 True True Urban 63.71 40.5 formerly smoked True True Yes Yes
347 Female 79.00 True True Urban 70.35 23.0 formerly smoked True True No No
348 Female 28.00 True True Rural 64.64 22.1 never smoked True True No No
349 Female 9.00 True True Rural 57.27 28.0 Unknown True True No No
350 Female 36.00 True True Rural 77.12 28.4 never smoked True True No No
351 Female 80.00 True True Urban 57.57 22.8 never smoked True True No No
352 Female 38.00 True True Rural 98.73 24.3 never smoked True True No No
353 Female 75.00 True True Rural 56.23 25.3 never smoked True True No No
354 Female 58.00 True True Rural 77.46 27.6 never smoked True True No No
355 Female 53.00 True True Rural 86.39 30.2 never smoked True True Yes Yes
356 Female 26.00 True True Urban 116.38 21.9 formerly smoked True True No No
357 Female 48.00 True True Rural 75.74 28.8 smokes True True No No
358 Female 27.00 True True Rural 149.95 25.9 never smoked True True No No
359 Female 16.00 True True Rural 74.98 21.4 never smoked True True No No
360 Female 2.00 True True Rural 79.89 31.6 Unknown True True Yes Yes
361 Female 1.80 True True Urban 130.61 14.4 Unknown True True No No
362 Female 35.00 True True Urban 109.03 19.5 formerly smoked True True No No
363 Female 52.00 True True Rural 81.03 32.6 never smoked True True Yes Yes
364 Female 55.00 True True Rural 99.82 34.2 never smoked True True Yes Yes
365 Female 42.00 True True Urban 140.08 43.0 never smoked True True Yes Yes
366 Female 52.00 True True Urban 59.54 42.2 Unknown True True Yes Yes
367 Female 18.00 True True Urban 80.33 19.7 never smoked True True No No
368 Female 13.00 True True Urban 131.51 41.7 never smoked True True Yes Yes
369 Female 45.00 True True Rural 89.21 21.6 formerly smoked True True No No
370 Female 29.00 True True Rural 91.45 24.2 never smoked True True No No
371 Female 12.00 True True Rural 90.58 19.2 Unknown True True No No
372 Female 37.00 True True Urban 91.45 25.8 Unknown True True No No
373 Female 30.00 True True Rural 89.63 23.2 smokes True True No No
374 Female 44.00 True True Urban 124.06 20.8 never smoked True True No No
375 Female 79.00 True True Rural 99.47 28.4 never smoked True True No No
376 Female 45.00 True True Rural 80.93 23.1 never smoked True True No No
377 Female 66.00 True True Urban 102.07 16.7 smokes True True No No
378 Female 19.00 True True Rural 91.69 39.5 Unknown True True Yes Yes
379 Female 49.00 True True Urban 63.71 33.8 smokes True True Yes Yes
380 Female 66.00 True True Rural 200.49 34.6 smokes True True Yes Yes
381 Female 59.00 True True Urban 240.71 43.9 formerly smoked True True Yes Yes
382 Female 23.00 True True Urban 60.50 27.1 formerly smoked True True No No
383 Female 79.00 True True Rural 131.85 25.9 Unknown True True No No
384 Female 37.00 True True Rural 134.39 22.7 formerly smoked True True No No
385 Female 70.00 True True Rural 113.64 25.6 formerly smoked True True No No
386 Female 34.00 True True Rural 156.57 28.4 Unknown True True No No
387 Female 13.00 True True Rural 63.26 19.5 Unknown True True No No
388 Female 22.00 True True Urban 86.24 31.2 never smoked True True Yes Yes
389 Female 81.00 True True Urban 90.90 31.2 formerly smoked True True Yes Yes
390 Female 28.00 True True Rural 84.59 23.5 Unknown True True No No
391 Female 30.00 True True Urban 75.19 37.0 smokes True True Yes Yes
392 Female 51.00 True True Rural 67.97 29.4 smokes True True No No
393 Female 49.00 True True Urban 114.50 35.9 formerly smoked True True Yes Yes
394 Female 20.00 True True Urban 74.02 22.3 never smoked True True No No
395 Female 79.00 True True Urban 74.22 29.7 Unknown True True No No
396 Female 55.00 True True Urban 55.34 27.1 smokes True True No No
397 Female 27.00 True True Rural 75.04 24.5 never smoked True True No No
398 Female 71.00 True True Urban 194.62 31.6 never smoked True True Yes Yes
399 Female 56.00 True True Rural 70.02 32.3 never smoked True True Yes Yes
400 Female 64.00 True True Rural 62.41 30.0 never smoked True True Yes Yes
401 Female 58.00 True True Urban 85.83 44.0 formerly smoked True True Yes Yes
402 Female 78.00 True True Urban 103.86 30.6 Unknown True True Yes Yes
403 Female 1.16 True True Urban 60.98 17.2 Unknown True True No No
404 Female 35.00 True True Rural 82.69 29.1 Unknown True True No No
405 Female 64.00 True True Rural 250.20 27.4 Unknown True True No No
406 Female 18.00 True True Rural 128.97 23.5 Unknown True True No No
407 Female 54.00 True True Urban 97.06 28.5 formerly smoked True True No No
408 Female 39.00 True True Urban 77.54 32.7 Unknown True True Yes Yes
409 Female 17.00 True True Rural 173.43 25.6 smokes True True No No
410 Female 20.00 True True Urban 79.08 41.2 never smoked True True Yes Yes
411 Female 31.00 True True Urban 106.18 27.0 smokes True True No No
412 Female 56.00 True True Rural 114.21 21.3 never smoked True True No No
413 Female 31.00 True True Rural 91.08 34.3 never smoked True True Yes Yes
414 Female 31.00 True True Urban 106.51 40.2 never smoked True True Yes Yes
415 Female 31.00 True True Rural 55.27 32.5 formerly smoked True True Yes Yes
416 Female 30.00 True True Rural 99.20 32.5 never smoked True True Yes Yes
417 Female 63.00 True True Rural 92.70 29.5 never smoked True True No No
418 Female 51.00 True True Urban 82.59 26.2 formerly smoked True True No No
419 Female 38.00 True True Urban 91.00 33.3 never smoked True True Yes Yes
420 Female 58.00 True True Urban 76.99 29.0 never smoked True True No No
421 Female 69.00 True True Rural 254.60 21.7 Unknown True True No No
422 Female 64.00 True True Rural 93.99 37.8 formerly smoked True True Yes Yes
423 Female 31.00 True True Urban 109.68 41.8 never smoked True True Yes Yes
424 Female 59.00 True True Rural 92.04 24.2 never smoked True True No No
425 Female 54.00 True True Rural 111.41 31.1 never smoked True True Yes Yes
426 Female 24.00 True True Rural 97.92 23.1 never smoked True True No No
427 Female 29.00 True True Urban 101.28 22.7 never smoked True True No No
428 Female 42.00 True True Rural 88.31 24.0 smokes True True No No
429 Female 31.00 True True Rural 103.55 20.5 formerly smoked True True No No
430 Female 29.00 True True Urban 60.26 20.4 never smoked True True No No
431 Female 23.00 True True Urban 79.39 27.6 never smoked True True No No
432 Female 25.00 True True Urban 122.01 27.0 smokes True True No No
433 Female 14.00 True True Rural 78.09 26.4 Unknown True True No No
434 Female 66.00 True True Urban 89.70 34.9 smokes True True Yes Yes
435 Female 77.00 True True Rural 95.10 35.0 never smoked True True Yes Yes
436 Female 52.00 True True Rural 79.80 32.3 formerly smoked True True Yes Yes
437 Female 41.00 True True Urban 82.20 23.9 Unknown True True No No
438 Female 51.00 True True Rural 116.14 20.9 never smoked True True No No
439 Female 40.00 True True Urban 122.74 23.3 Unknown True True No No
440 Female 48.00 True True Urban 94.04 32.7 never smoked True True Yes Yes
441 Female 39.00 True True Rural 83.83 30.3 never smoked True True Yes Yes
442 Female 5.00 True True Urban 93.88 14.6 Unknown True True No No
443 Female 21.00 True True Urban 129.16 34.4 Unknown True True Yes Yes
444 Female 70.00 True True Rural 88.66 36.7 formerly smoked True True Yes Yes
445 Female 38.00 True True Rural 76.82 27.3 never smoked True True No No
446 Female 36.00 True True Urban 91.56 42.2 never smoked True True Yes Yes
447 Female 31.00 True True Rural 104.55 26.4 never smoked True True No No
448 Female 65.00 True True Urban 84.84 39.4 Unknown True True Yes Yes
449 Female 33.00 True True Urban 121.04 31.4 Unknown True True Yes Yes
450 Female 32.00 True True Rural 85.62 46.1 smokes True True Yes Yes
451 Female 54.00 True True Urban 74.23 28.1 formerly smoked True True No No
452 Female 51.00 True True Urban 110.76 24.7 formerly smoked True True No No
453 Female 39.00 True True Urban 79.44 22.7 never smoked True True No No
454 Female 40.00 True True Rural 119.52 34.6 never smoked True True Yes Yes
455 Female 19.00 True True Rural 90.42 21.4 never smoked True True No No
456 Female 9.00 True True Urban 109.32 27.4 Unknown True True No No
457 Female 23.00 True True Rural 79.13 32.9 formerly smoked True True Yes Yes
458 Female 19.00 True True Urban 84.06 24.7 never smoked True True No No
459 Female 48.00 True True Urban 69.21 33.1 never smoked True True Yes Yes
460 Female 53.00 True True Rural 189.49 25.8 Unknown True True No No
461 Female 70.00 True True Urban 99.60 34.3 formerly smoked True True Yes Yes
462 Female 1.40 True True Rural 126.18 18.1 Unknown True True No No
463 Female 17.00 True True Rural 62.49 26.9 never smoked True True No No
464 Female 40.00 True True Rural 74.51 36.6 never smoked True True Yes Yes
465 Female 46.00 True True Urban 94.63 24.9 never smoked True True No No
466 Female 32.00 True True Rural 91.98 27.6 smokes True True No No
467 Female 40.00 True True Urban 75.87 30.3 never smoked True True Yes Yes
468 Female 19.00 True True Rural 77.19 37.4 smokes True True Yes Yes
469 Female 31.00 True True Urban 125.38 24.4 smokes True True No No
470 Female 20.00 True True Urban 112.96 27.5 never smoked True True No No
471 Female 51.00 True True Urban 105.36 43.7 Unknown True True Yes Yes
472 Female 37.00 True True Urban 84.13 27.0 never smoked True True No No
473 Female 62.00 True True Rural 77.04 34.7 never smoked True True Yes Yes
474 Female 28.00 True True Rural 87.01 39.9 never smoked True True Yes Yes
475 Female 37.00 True True Urban 106.35 29.7 never smoked True True No No
476 Female 3.00 True True Rural 80.63 15.9 Unknown True True No No
477 Female 59.00 True True Rural 111.99 35.5 formerly smoked True True Yes Yes
478 Female 62.00 True True Urban 60.20 27.7 formerly smoked True True No No
479 Female 59.00 True True Rural 237.15 27.7 never smoked True True No No
480 Female 59.00 True True Rural 99.06 23.4 never smoked True True No No
481 Female 54.00 True True Rural 90.92 29.1 never smoked True True No No
482 Female 27.00 True True Rural 104.33 20.1 never smoked True True No No
483 Female 4.00 True True Urban 62.61 21.2 Unknown True True No No
484 Female 41.00 True True Rural 94.30 41.6 Unknown True True Yes Yes
485 Female 51.00 True True Urban 72.62 30.5 never smoked True True Yes Yes
486 Female 59.00 True True Urban 81.64 32.8 Unknown True True Yes Yes
487 Female 51.00 True True Rural 90.78 32.3 never smoked True True Yes Yes
488 Female 49.00 True True Urban 59.76 29.7 Unknown True True No No
489 Female 25.00 True True Rural 63.64 31.3 formerly smoked True True Yes Yes
490 Female 31.00 True True Rural 76.26 35.6 never smoked True True Yes Yes
491 Female 68.00 True True Rural 82.06 35.2 formerly smoked True True Yes Yes
492 Female 32.00 True True Rural 77.16 35.2 smokes True True Yes Yes
493 Female 39.00 True True Rural 69.58 28.1 Unknown True True No No
494 Female 63.00 True True Urban 96.26 31.8 Unknown True True Yes Yes
495 Female 69.00 True True Rural 87.27 23.3 smokes True True No No
496 Female 29.00 True True Urban 65.36 28.8 formerly smoked True True No No
497 Female 1.72 True True Rural 109.51 19.5 Unknown True True No No
498 Female 58.00 True True Urban 89.03 30.0 smokes True True Yes Yes
499 Female 32.00 True True Urban 91.34 25.5 formerly smoked True True No No
500 Female 77.00 True True Rural 115.29 32.9 Unknown True True Yes Yes
501 Female 21.00 True True Urban 111.61 36.9 smokes True True Yes Yes
502 Female 16.00 True True Rural 109.02 19.8 Unknown True True No No
503 Female 74.00 True True Urban 87.11 24.8 never smoked True True No No
504 Female 7.00 True True Urban 61.68 16.4 Unknown True True No No
505 Female 24.00 True True Rural 100.97 27.9 never smoked True True No No
506 Female 74.00 True True Urban 99.21 22.1 never smoked True True No No
507 Female 52.00 True True Urban 113.21 38.3 never smoked True True Yes Yes
508 Female 23.00 True True Rural 92.87 30.1 never smoked True True Yes Yes
509 Female 51.00 True True Urban 123.00 31.7 never smoked True True Yes Yes
510 Female 75.00 True True Urban 86.40 42.6 never smoked True True Yes Yes
511 Female 69.00 True True Urban 61.81 37.1 Unknown True True Yes Yes
512 Female 57.00 True True Rural 128.28 34.2 never smoked True True Yes Yes
513 Female 47.00 True True Rural 204.63 43.4 never smoked True True Yes Yes
514 Female 33.00 True True Urban 89.98 18.7 smokes True True No No
515 Female 51.00 True True Urban 232.89 34.0 smokes True True Yes Yes
516 Female 47.00 True True Rural 98.58 23.2 never smoked True True No No
517 Female 20.00 True True Urban 76.34 20.6 smokes True True No No
518 Female 15.00 True True Urban 90.10 32.1 never smoked True True Yes Yes
519 Female 3.00 True True Urban 65.15 15.1 Unknown True True No No
520 Female 5.00 True True Urban 93.07 19.1 Unknown True True No No
521 Female 30.00 True True Rural 73.69 17.3 never smoked True True No No
522 Female 27.00 True True Urban 58.39 30.4 never smoked True True Yes Yes
523 Female 55.00 True True Rural 112.47 32.8 smokes True True Yes Yes
524 Female 19.00 True True Rural 72.84 22.7 never smoked True True No No
525 Female 71.00 True True Urban 170.95 35.2 never smoked True True Yes Yes
526 Female 16.00 True True Urban 87.98 22.4 never smoked True True No No
527 Female 49.00 True True Rural 65.81 32.3 Unknown True True Yes Yes
528 Female 10.00 True True Urban 124.60 18.6 Unknown True True No No
529 Female 37.00 True True Rural 83.65 42.1 smokes True True Yes Yes
530 Female 7.00 True True Urban 86.75 22.3 Unknown True True No No
531 Female 61.00 True True Rural 123.36 33.4 never smoked True True Yes Yes
532 Female 9.00 True True Rural 69.87 18.0 Unknown True True No No
533 Female 46.00 True True Rural 109.22 20.1 never smoked True True No No
534 Female 21.00 True True Urban 59.15 22.6 never smoked True True No No
535 Female 2.00 True True Rural 165.11 18.0 Unknown True True No No
536 Female 37.00 True True Rural 77.44 21.4 formerly smoked True True No No
537 Female 50.00 True True Rural 124.45 24.6 never smoked True True No No
538 Female 29.00 True True Urban 73.67 21.0 Unknown True True No No
539 Female 80.00 True True Rural 100.80 29.4 never smoked True True No No
540 Female 26.00 True True Urban 82.61 28.5 smokes True True No No
541 Female 6.00 True True Rural 72.07 19.5 Unknown True True No No
542 Female 41.00 True True Rural 79.85 45.0 Unknown True True Yes Yes
543 Female 42.00 True True Rural 84.86 22.8 Unknown True True No No
544 Female 14.00 True True Urban 131.77 31.0 Unknown True True Yes Yes
545 Female 77.00 True True Urban 102.01 29.5 Unknown True True No No
546 Female 50.00 True True Urban 128.63 23.1 Unknown True True No No
547 Female 51.00 True True Urban 143.15 44.7 formerly smoked True True Yes Yes
548 Female 63.00 True True Rural 85.60 25.9 Unknown True True No No
549 Female 66.00 True True Urban 142.12 28.3 never smoked True True No No
550 Female 20.00 True True Urban 100.81 26.8 Unknown True True No No
551 Female 37.00 True True Urban 69.17 27.8 never smoked True True No No
552 Female 60.00 True True Urban 86.34 22.1 never smoked True True No No
553 Female 53.00 True True Urban 94.78 30.1 Unknown True True Yes Yes
554 Female 55.00 True True Rural 109.59 26.2 formerly smoked True True No No
555 Female 63.00 True True Rural 79.26 26.6 smokes True True No No
556 Female 57.00 True True Urban 78.46 32.6 never smoked True True Yes Yes
557 Female 8.00 True True Urban 65.32 18.4 Unknown True True No No
558 Female 72.00 True True Urban 95.20 35.0 never smoked True True Yes Yes
559 Female 51.00 True True Urban 114.89 23.0 never smoked True True No No
560 Female 15.00 True True Rural 95.43 25.0 Unknown True True No No
561 Female 24.00 True True Rural 84.08 24.5 Unknown True True No No
562 Female 30.00 True True Rural 110.55 30.9 smokes True True Yes Yes
563 Female 82.00 True True Urban 82.21 26.0 never smoked True True No No
564 Female 62.00 True True Urban 82.38 27.2 formerly smoked True True No No
565 Female 79.00 True True Urban 93.89 30.4 never smoked True True Yes Yes
566 Female 19.00 True True Rural 75.08 21.7 Unknown True True No No
567 Female 5.00 True True Rural 84.93 17.6 Unknown True True No No
568 Female 31.00 True True Urban 65.47 28.1 never smoked True True No No
569 Female 61.00 True True Rural 78.65 36.2 formerly smoked True True Yes Yes
570 Female 53.00 True True Urban 63.78 25.9 never smoked True True No No
571 Female 76.00 True True Urban 77.52 40.9 formerly smoked True True Yes Yes
572 Female 34.00 True True Urban 113.01 37.6 never smoked True True Yes Yes
573 Female 19.00 True True Rural 96.02 21.9 never smoked True True No No
574 Female 80.00 True True Rural 115.52 34.4 Unknown True True Yes Yes
575 Female 13.00 True True Rural 60.69 24.0 smokes True True No No
576 Female 30.00 True True Rural 56.07 31.3 never smoked True True Yes Yes
577 Female 82.00 True True Rural 96.63 26.5 Unknown True True No No
578 Female 81.00 True True Rural 246.34 21.1 never smoked True True No No
579 Female 48.00 True True Rural 195.16 42.2 Unknown True True Yes Yes
580 Female 66.00 True True Rural 93.34 27.7 never smoked True True No No
581 Female 38.00 True True Urban 162.30 23.6 never smoked True True No No
582 Female 36.00 True True Rural 82.47 33.1 smokes True True Yes Yes
583 Female 50.00 True True Urban 75.88 30.0 never smoked True True Yes Yes
584 Female 32.00 True True Urban 84.63 40.1 Unknown True True Yes Yes
585 Female 58.00 True True Rural 109.56 23.1 never smoked True True No No
586 Female 73.00 True True Rural 89.45 30.3 formerly smoked True True Yes Yes
587 Female 62.00 True True Rural 91.65 30.5 never smoked True True Yes Yes
588 Female 50.00 True True Urban 121.14 22.8 never smoked True True No No
589 Female 51.00 True True Rural 87.77 42.0 Unknown True True Yes Yes
590 Female 19.00 True True Rural 106.56 29.9 never smoked True True No No
591 Female 30.00 True True Rural 93.88 24.0 formerly smoked True True No No
592 Female 45.00 True True Rural 153.76 36.7 Unknown True True Yes Yes
593 Female 28.00 True True Urban 111.22 25.5 Unknown True True No No
594 Female 0.32 True True Rural 55.86 16.0 Unknown True True No No
595 Female 23.00 True True Rural 63.73 25.6 smokes True True No No
596 Female 77.00 True True Rural 75.06 22.0 Unknown True True No No
597 Female 67.00 True True Urban 68.61 31.9 never smoked True True Yes Yes
598 Female 59.00 True True Urban 65.98 31.1 Unknown True True Yes Yes
599 Female 22.00 True True Urban 73.40 21.6 never smoked True True No No
600 Female 27.00 True True Urban 93.55 41.6 never smoked True True Yes Yes
601 Female 44.00 True True Rural 90.40 33.1 formerly smoked True True Yes Yes
602 Female 18.00 True True Rural 98.10 21.8 never smoked True True No No
603 Female 66.00 True True Rural 251.46 35.2 smokes True True Yes Yes
604 Female 42.00 True True Rural 89.96 35.6 never smoked True True Yes Yes
605 Female 56.00 True True Urban 82.44 27.8 smokes True True No No
606 Female 69.00 True True Urban 80.85 29.3 formerly smoked True True No No
607 Female 65.00 True True Rural 220.52 37.2 smokes True True Yes Yes
608 Female 36.00 True True Urban 76.93 21.6 never smoked True True No No
609 Female 69.00 True True Urban 113.10 22.7 never smoked True True No No
610 Female 59.00 True True Rural 57.26 23.5 never smoked True True No No
611 Female 61.00 True True Urban 129.31 41.2 Unknown True True Yes Yes
612 Female 28.00 True True Rural 56.47 22.7 never smoked True True No No
613 Female 33.00 True True Rural 86.97 42.2 never smoked True True Yes Yes
614 Female 47.00 True True Rural 195.04 45.5 never smoked True True Yes Yes
615 Female 48.00 True True Rural 134.59 28.2 smokes True True No No
616 Female 26.00 True True Urban 90.66 27.2 Unknown True True No No
617 Female 38.00 True True Urban 91.68 42.8 formerly smoked True True Yes Yes
618 Female 28.00 True True Rural 106.68 29.3 never smoked True True No No
619 Female 67.00 True True Rural 82.31 21.3 never smoked True True No No
620 Female 40.00 True True Rural 65.47 24.1 smokes True True No No
621 Female 55.00 True True Rural 83.09 18.8 never smoked True True No No
622 Female 7.00 True True Urban 88.60 17.4 Unknown True True No No
623 Female 45.00 True True Urban 79.47 28.1 never smoked True True No No
624 Female 28.00 True True Rural 95.52 28.9 never smoked True True No No
625 Female 52.00 True True Urban 73.00 25.2 smokes True True No No
626 Female 21.00 True True Urban 112.07 28.2 never smoked True True No No
627 Female 45.00 True True Urban 55.67 23.1 smokes True True No No
628 Female 71.00 True True Urban 90.55 39.4 formerly smoked True True Yes Yes
629 Female 46.00 True True Rural 218.65 29.5 never smoked True True No No
630 Female 3.00 True True Rural 111.21 18.3 Unknown True True No No
631 Female 79.00 True True Urban 83.56 28.7 smokes True True No No
632 Female 71.00 True True Urban 116.76 32.9 formerly smoked True True Yes Yes
633 Female 52.00 True True Urban 69.30 20.1 never smoked True True No No
634 Female 49.00 True True Urban 67.55 17.6 formerly smoked True True No No
635 Female 32.00 True True Rural 80.28 43.7 never smoked True True Yes Yes
636 Female 78.00 True True Urban 67.96 26.8 Unknown True True No No
637 Female 48.00 True True Urban 99.29 31.2 never smoked True True Yes Yes
638 Female 80.00 True True Rural 75.62 25.1 smokes True True No No
639 Female 34.00 True True Rural 120.06 33.0 never smoked True True Yes Yes
640 Female 40.00 True True Rural 117.45 30.7 smokes True True Yes Yes
641 Female 59.00 True True Rural 224.71 42.9 never smoked True True Yes Yes
642 Female 11.00 True True Rural 122.75 14.3 Unknown True True No No
643 Female 35.00 True True Urban 82.39 33.2 never smoked True True Yes Yes
644 Female 29.00 True True Rural 57.02 43.0 formerly smoked True True Yes Yes
645 Female 59.00 True True Rural 226.11 32.8 formerly smoked True True Yes Yes
646 Female 44.00 True True Rural 97.59 30.5 smokes True True Yes Yes
647 Female 62.00 True True Rural 82.57 36.0 formerly smoked True True Yes Yes
648 Female 32.00 True True Urban 79.34 26.5 formerly smoked True True No No
649 Female 2.00 True True Rural 125.68 20.1 Unknown True True No No
650 Female 79.00 True True Urban 65.59 28.1 never smoked True True No No
651 Female 2.00 True True Urban 120.85 16.2 Unknown True True No No
652 Female 31.00 True True Urban 62.68 35.8 never smoked True True Yes Yes
653 Female 20.00 True True Rural 78.94 20.7 never smoked True True No No
654 Female 55.00 True True Rural 109.69 22.2 smokes True True No No
655 Female 23.00 True True Rural 79.33 41.5 never smoked True True Yes Yes
656 Female 33.00 True True Urban 79.91 33.5 never smoked True True Yes Yes
657 Female 14.00 True True Rural 84.46 21.8 Unknown True True No No
658 Female 79.00 True True Urban 68.40 22.1 formerly smoked True True No No
659 Female 76.00 True True Urban 198.02 38.7 Unknown True True Yes Yes
660 Female 33.00 True True Urban 121.19 22.1 never smoked True True No No
661 Female 32.00 True True Rural 106.02 24.9 smokes True True No No
662 Female 0.72 True True Urban 66.36 23.0 Unknown True True No No
663 Female 49.00 True True Urban 267.76 29.3 formerly smoked True True No No
664 Female 41.00 True True Rural 107.18 22.8 never smoked True True No No
665 Female 58.00 True True Urban 80.92 19.4 Unknown True True No No
666 Female 79.00 True True Rural 90.77 22.5 never smoked True True No No
667 Female 23.00 True True Rural 90.84 31.6 never smoked True True Yes Yes
668 Female 78.00 True True Rural 59.20 29.1 Unknown True True No No
669 Female 41.00 True True Urban 133.76 43.4 smokes True True Yes Yes
670 Female 30.00 True True Rural 118.62 29.7 Unknown True True No No
671 Female 32.00 True True Urban 68.98 23.4 formerly smoked True True No No
672 Female 20.00 True True Rural 112.08 23.0 never smoked True True No No
673 Female 65.00 True True Urban 180.76 26.9 Unknown True True No No
674 Female 79.00 True True Rural 239.52 25.5 never smoked True True No No
675 Female 56.00 True True Urban 124.16 23.0 never smoked True True No No
676 Female 41.00 True True Rural 229.86 35.2 smokes True True Yes Yes
677 Female 33.00 True True Rural 76.66 24.8 never smoked True True No No
678 Female 21.00 True True Rural 112.38 25.8 Unknown True True No No
679 Female 26.00 True True Rural 89.30 48.4 smokes True True Yes Yes
680 Female 69.00 True True Rural 103.44 43.1 formerly smoked True True Yes Yes
681 Female 3.00 True True Rural 94.12 21.4 Unknown True True No No
682 Female 1.24 True True Urban 62.40 22.1 Unknown True True No No
683 Female 80.00 True True Urban 210.96 31.8 never smoked True True Yes Yes
684 Female 30.00 True True Urban 96.42 22.6 Unknown True True No No
685 Female 71.00 True True Rural 195.25 33.3 never smoked True True Yes Yes
686 Female 45.00 True True Rural 81.02 39.0 never smoked True True Yes Yes
687 Female 25.00 True True Urban 82.77 36.3 Unknown True True Yes Yes
688 Female 43.00 True True Rural 101.75 26.7 smokes True True No No
689 Female 38.00 True True Urban 69.34 43.7 never smoked True True Yes Yes
690 Female 14.00 True True Rural 118.81 24.7 Unknown True True No No
691 Female 60.00 True True Urban 57.89 30.9 formerly smoked True True Yes Yes
692 Female 13.00 True True Rural 78.38 38.7 Unknown True True Yes Yes
693 Female 46.00 True True Urban 127.75 30.5 never smoked True True Yes Yes
694 Female 28.00 True True Rural 141.15 28.6 never smoked True True No No
695 Female 62.00 True True Urban 88.63 24.5 never smoked True True No No
696 Female 11.00 True True Urban 130.15 17.2 Unknown True True No No
697 Female 80.00 True True Rural 104.07 19.3 formerly smoked True True No No
698 Female 80.00 True True Rural 72.61 27.6 never smoked True True No No
699 Female 49.00 True True Rural 82.41 45.4 smokes True True Yes Yes
700 Female 50.00 True True Urban 74.72 28.5 never smoked True True No No
701 Female 79.00 True True Rural 71.98 36.4 never smoked True True Yes Yes
702 Female 5.00 True True Urban 84.91 26.1 Unknown True True No No
703 Female 51.00 True True Rural 91.63 35.3 Unknown True True Yes Yes
704 Female 65.00 True True Rural 167.31 27.1 never smoked True True No No
705 Female 81.00 True True Urban 63.65 23.0 Unknown True True No No
706 Female 25.00 True True Rural 92.82 24.1 never smoked True True No No
707 Female 22.00 True True Urban 63.37 26.5 never smoked True True No No
708 Female 61.00 True True Urban 74.82 30.6 never smoked True True Yes Yes
709 Female 3.00 True True Rural 97.60 25.8 Unknown True True No No
710 Female 21.00 True True Urban 134.45 29.1 never smoked True True No No
711 Female 58.00 True True Rural 144.16 26.0 smokes True True No No
712 Female 77.00 True True Urban 71.70 32.8 never smoked True True Yes Yes
713 Female 29.00 True True Urban 72.02 34.0 formerly smoked True True Yes Yes
714 Female 46.00 True True Urban 61.81 25.5 Unknown True True No No
715 Female 40.00 True True Urban 103.09 35.6 Unknown True True Yes Yes
716 Female 37.00 True True Rural 156.70 36.9 never smoked True True Yes Yes
717 Female 35.00 True True Urban 70.87 22.1 formerly smoked True True No No
718 Female 56.00 True True Rural 64.66 26.7 formerly smoked True True No No
719 Female 26.00 True True Rural 91.88 24.9 formerly smoked True True No No
720 Female 75.00 True True Rural 74.79 32.4 never smoked True True Yes Yes
721 Female 44.00 True True Rural 78.18 32.2 never smoked True True Yes Yes
722 Female 17.00 True True Rural 112.23 28.7 never smoked True True No No
723 Female 47.00 True True Rural 121.43 25.3 never smoked True True No No
724 Female 50.00 True True Rural 94.22 24.8 never smoked True True No No
725 Female 47.00 True True Urban 112.09 24.7 smokes True True No No
726 Female 65.00 True True Rural 86.33 33.1 never smoked True True Yes Yes
727 Female 40.00 True True Urban 80.47 27.3 smokes True True No No
728 Female 82.00 True True Urban 62.46 20.3 formerly smoked True True No No
729 Female 64.00 True True Rural 78.85 33.9 never smoked True True Yes Yes
730 Female 50.00 True True Rural 103.81 28.3 never smoked True True No No
731 Female 40.00 True True Urban 78.04 32.4 smokes True True Yes Yes
732 Female 74.00 True True Rural 94.67 19.7 Unknown True True No No
733 Female 30.00 True True Rural 62.25 33.7 never smoked True True Yes Yes
734 Female 60.00 True True Rural 62.78 36.4 Unknown True True Yes Yes
735 Female 59.00 True True Urban 89.96 28.1 Unknown True True No No
736 Female 72.00 True True Rural 103.25 26.9 formerly smoked True True No No
737 Female 62.00 True True Rural 126.99 29.4 formerly smoked True True No No
738 Female 13.00 True True Rural 102.27 17.2 never smoked True True No No
739 Female 3.00 True True Urban 82.91 19.9 Unknown True True No No
740 Female 61.00 True True Rural 88.41 25.3 formerly smoked True True No No
741 Female 64.00 True True Rural 108.10 17.9 never smoked True True No No
742 Female 32.00 True True Rural 93.17 27.5 smokes True True No No
743 Female 42.00 True True Urban 158.89 37.6 smokes True True Yes Yes
744 Female 10.00 True True Urban 112.34 18.1 Unknown True True No No
745 Female 78.00 True True Urban 119.03 31.0 never smoked True True Yes Yes
746 Female 68.00 True True Urban 237.21 26.6 smokes True True No No
747 Female 24.00 True True Urban 89.68 38.7 never smoked True True Yes Yes
748 Female 45.00 True True Urban 89.05 27.8 formerly smoked True True No No
749 Female 37.00 True True Rural 98.12 27.5 never smoked True True No No
750 Female 43.00 True True Rural 105.59 43.3 smokes True True Yes Yes
751 Female 2.00 True True Rural 109.56 16.4 Unknown True True No No
752 Female 59.00 True True Urban 65.82 29.4 never smoked True True No No
753 Female 21.00 True True Urban 90.16 28.9 smokes True True No No
754 Female 55.00 True True Urban 64.45 26.7 never smoked True True No No
755 Female 14.00 True True Urban 91.85 27.8 never smoked True True No No
756 Female 53.00 True True Rural 97.89 38.7 formerly smoked True True Yes Yes
757 Female 49.00 True True Rural 107.40 26.7 smokes True True No No
758 Female 45.00 True True Urban 100.84 21.0 never smoked True True No No
759 Female 12.00 True True Urban 86.55 26.5 Unknown True True No No
760 Female 77.00 True True Rural 100.85 29.5 smokes True True No No
761 Female 52.00 True True Urban 107.29 28.1 never smoked True True No No
762 Female 50.00 True True Rural 93.47 28.7 never smoked True True No No
763 Female 41.00 True True Urban 80.77 21.1 never smoked True True No No
764 Female 37.00 True True Urban 70.75 35.8 Unknown True True Yes Yes
765 Female 11.00 True True Urban 73.66 20.5 never smoked True True No No
766 Female 5.00 True True Rural 77.83 15.6 Unknown True True No No
767 Female 17.00 True True Urban 70.01 43.0 Unknown True True Yes Yes
768 Female 6.00 True True Rural 119.88 17.8 Unknown True True No No
769 Female 57.00 True True Rural 169.97 25.8 never smoked True True No No
770 Female 76.00 True True Rural 84.21 24.4 never smoked True True No No
771 Female 45.00 True True Urban 92.86 35.1 formerly smoked True True Yes Yes
772 Female 54.00 True True Urban 140.28 37.1 formerly smoked True True Yes Yes
773 Female 40.00 True True Rural 72.76 24.0 formerly smoked True True No No
774 Female 3.00 True True Rural 68.34 18.0 Unknown True True No No
775 Female 24.00 True True Rural 120.77 16.9 never smoked True True No No
776 Female 52.00 True True Urban 126.34 35.1 never smoked True True Yes Yes
777 Female 63.00 True True Rural 93.24 28.8 never smoked True True No No
778 Female 78.00 True True Rural 154.75 17.6 never smoked True True No No
779 Female 22.00 True True Rural 62.81 21.3 never smoked True True No No
780 Female 2.00 True True Rural 65.96 19.7 Unknown True True No No
781 Female 79.00 True True Rural 79.53 37.3 never smoked True True Yes Yes
782 Female 49.00 True True Rural 96.85 35.5 never smoked True True Yes Yes
783 Female 74.00 True True Urban 251.99 25.5 never smoked True True No No
784 Female 50.00 True True Rural 68.80 34.9 never smoked True True Yes Yes
785 Female 49.00 True True Rural 83.84 19.3 formerly smoked True True No No
786 Female 21.00 True True Rural 107.98 26.9 never smoked True True No No
787 Female 22.00 True True Urban 135.64 19.5 never smoked True True No No
788 Female 21.00 True True Rural 121.11 21.0 Unknown True True No No
789 Female 16.00 True True Rural 70.15 21.5 Unknown True True No No
790 Female 80.00 True True Urban 213.11 34.7 never smoked True True Yes Yes
791 Female 25.00 True True Urban 58.48 23.7 never smoked True True No No
792 Female 39.00 True True Rural 87.33 34.3 never smoked True True Yes Yes
793 Female 71.00 True True Rural 151.30 26.3 never smoked True True No No
794 Female 71.00 True True Urban 144.23 22.1 formerly smoked True True No No
795 Female 40.00 True True Rural 110.60 33.3 formerly smoked True True Yes Yes
796 Female 41.00 True True Urban 80.28 37.3 never smoked True True Yes Yes
797 Female 3.00 True True Rural 114.88 19.1 Unknown True True No No
798 Female 5.00 True True Urban 129.01 17.2 Unknown True True No No
799 Female 30.00 True True Rural 124.08 41.1 Unknown True True Yes Yes
800 Female 49.00 True True Rural 107.91 25.0 Unknown True True No No
801 Female 23.00 True True Rural 65.90 21.5 never smoked True True No No
802 Female 41.00 True True Rural 104.36 30.2 never smoked True True Yes Yes
803 Female 63.00 True True Urban 123.87 34.9 Unknown True True Yes Yes
804 Female 1.24 True True Rural 113.96 21.5 Unknown True True No No
805 Female 38.00 True True Rural 81.28 33.2 smokes True True Yes Yes
806 Female 27.00 True True Rural 78.05 22.3 never smoked True True No No
807 Female 34.00 True True Rural 70.18 24.9 Unknown True True No No
808 Female 77.00 True True Urban 79.30 26.4 Unknown True True No No
809 Female 30.00 True True Urban 65.84 24.8 smokes True True No No
810 Female 81.00 True True Rural 123.49 30.7 smokes True True Yes Yes
811 Female 12.00 True True Rural 207.45 25.4 smokes True True No No
812 Female 35.00 True True Rural 89.11 24.4 never smoked True True No No
813 Female 82.00 True True Rural 58.30 20.4 never smoked True True No No
814 Female 32.00 True True Rural 67.92 22.8 smokes True True No No
815 Female 27.00 True True Rural 73.00 20.0 never smoked True True No No
816 Female 44.00 True True Urban 76.30 30.5 never smoked True True Yes Yes
817 Female 42.00 True True Urban 226.93 34.2 smokes True True Yes Yes
818 Female 66.00 True True Rural 76.11 37.0 Unknown True True Yes Yes
819 Female 82.00 True True Urban 253.16 47.5 Unknown True True Yes Yes
820 Female 49.00 True True Urban 101.02 24.2 smokes True True No No
821 Female 77.00 True True Rural 238.53 30.6 never smoked True True Yes Yes
822 Female 54.00 True True Urban 207.79 38.6 never smoked True True Yes Yes
823 Female 38.00 True True Rural 196.20 32.8 never smoked True True Yes Yes
824 Female 55.00 True True Urban 231.76 42.9 never smoked True True Yes Yes
825 Female 13.00 True True Rural 93.30 25.9 Unknown True True No No
826 Female 45.00 True True Urban 110.47 24.7 smokes True True No No
827 Female 54.00 True True Rural 77.52 35.8 never smoked True True Yes Yes
828 Female 51.00 True True Rural 216.92 31.2 Unknown True True Yes Yes
829 Female 47.00 True True Urban 157.01 26.1 smokes True True No No
830 Female 55.00 True True Rural 87.78 25.2 formerly smoked True True No No
831 Female 23.00 True True Urban 126.67 28.7 smokes True True No No
832 Female 50.00 True True Urban 77.67 34.5 Unknown True True Yes Yes
833 Female 22.00 True True Urban 71.22 40.0 never smoked True True Yes Yes
834 Female 47.00 True True Urban 73.00 20.6 never smoked True True No No
835 Female 26.00 True True Rural 108.20 26.2 never smoked True True No No
836 Female 81.00 True True Urban 58.71 34.5 never smoked True True Yes Yes
837 Female 44.00 True True Rural 65.30 22.1 smokes True True No No
838 Female 65.00 True True Urban 72.49 28.9 smokes True True No No
839 Female 54.00 True True Urban 65.49 34.7 Unknown True True Yes Yes
840 Female 24.00 True True Urban 63.40 20.3 smokes True True No No
841 Female 65.00 True True Rural 105.29 25.1 formerly smoked True True No No
842 Female 33.00 True True Urban 78.34 25.5 never smoked True True No No
843 Female 74.00 True True Rural 66.32 34.4 formerly smoked True True Yes Yes
844 Female 18.00 True True Rural 168.15 48.5 never smoked True True Yes Yes
845 Female 77.00 True True Rural 93.48 25.2 formerly smoked True True No No
846 Female 44.00 True True Rural 70.58 25.1 never smoked True True No No
847 Female 78.00 True True Rural 87.70 29.6 never smoked True True No No
848 Female 37.00 True True Urban 65.29 32.9 never smoked True True Yes Yes
849 Female 41.00 True True Urban 91.93 24.7 smokes True True No No
850 Female 75.00 True True Urban 183.00 20.8 Unknown True True No No
851 Female 17.00 True True Rural 115.93 23.3 never smoked True True No No
852 Female 13.00 True True Urban 99.13 22.8 Unknown True True No No
853 Female 25.00 True True Rural 69.24 26.6 never smoked True True No No
854 Female 57.00 True True Rural 102.28 25.5 never smoked True True No No
855 Female 15.00 True True Urban 81.11 20.2 Unknown True True No No
856 Female 68.00 True True Rural 81.38 23.1 Unknown True True No No
857 Female 40.00 True True Rural 70.45 23.3 smokes True True No No
858 Female 62.00 True True Rural 73.44 23.4 Unknown True True No No
859 Female 45.00 True True Urban 146.44 22.8 formerly smoked True True No No
860 Female 47.00 True True Urban 65.04 30.9 never smoked True True Yes Yes
861 Female 35.00 True True Rural 151.25 28.4 Unknown True True No No
862 Female 18.00 True True Rural 80.06 31.8 Unknown True True Yes Yes
863 Female 81.00 True True Urban 84.93 31.8 Unknown True True Yes Yes
864 Female 73.00 True True Urban 62.99 25.4 formerly smoked True True No No
865 Female 0.08 True True Urban 139.67 14.1 Unknown True True No No
866 Female 7.00 True True Urban 61.42 20.8 Unknown True True No No
867 Female 66.00 True True Rural 85.52 30.0 never smoked True True Yes Yes
868 Female 53.00 True True Urban 83.79 44.0 Unknown True True Yes Yes
869 Female 20.00 True True Urban 73.83 16.6 Unknown True True No No
870 Female 15.00 True True Rural 69.38 28.4 never smoked True True No No
871 Female 33.00 True True Urban 242.84 15.7 smokes True True No No
872 Female 53.00 True True Urban 202.66 34.1 smokes True True Yes Yes
873 Female 28.00 True True Urban 103.78 23.6 Unknown True True No No
874 Female 81.00 True True Rural 114.88 18.3 formerly smoked True True No No
875 Female 20.00 True True Urban 75.94 28.3 never smoked True True No No
876 Female 1.48 True True Rural 55.51 18.5 Unknown True True No No
877 Female 38.00 True True Urban 58.29 25.5 formerly smoked True True No No
878 Female 67.00 True True Urban 102.71 39.9 formerly smoked True True Yes Yes
879 Female 41.00 True True Rural 102.89 37.2 formerly smoked True True Yes Yes
880 Female 25.00 True True Urban 78.59 37.2 never smoked True True Yes Yes
881 Female 6.00 True True Urban 78.26 19.4 Unknown True True No No
882 Female 32.00 True True Urban 68.19 21.1 never smoked True True No No
883 Female 64.00 True True Rural 114.47 31.6 smokes True True Yes Yes
884 Female 60.00 True True Urban 208.05 35.3 smokes True True Yes Yes
885 Female 56.00 True True Rural 222.60 40.1 smokes True True Yes Yes
886 Female 53.00 True True Urban 151.56 28.5 Unknown True True No No
887 Female 63.00 True True Urban 109.65 28.6 formerly smoked True True No No
888 Female 52.00 True True Rural 69.11 35.2 never smoked True True Yes Yes
889 Female 62.00 True True Urban 114.41 32.5 never smoked True True Yes Yes
890 Female 68.00 True True Urban 103.46 35.9 never smoked True True Yes Yes
891 Female 36.00 True True Rural 95.36 25.1 never smoked True True No No
892 Female 3.00 True True Urban 57.33 16.8 Unknown True True No No
893 Female 40.00 True True Rural 191.48 27.9 smokes True True No No
894 Female 8.00 True True Rural 71.63 16.3 Unknown True True No No
895 Female 65.00 True True Urban 84.75 21.4 Unknown True True No No
896 Female 28.00 True True Rural 89.24 32.7 formerly smoked True True Yes Yes
897 Female 40.00 True True Urban 70.13 23.6 never smoked True True No No
898 Female 65.00 True True Urban 82.26 19.8 formerly smoked True True No No
899 Female 54.00 True True Urban 75.09 38.9 formerly smoked True True Yes Yes
900 Female 79.00 True True Urban 80.57 23.8 never smoked True True No No
901 Female 62.00 True True Rural 77.04 33.8 formerly smoked True True Yes Yes
902 Female 27.00 True True Rural 103.35 28.1 formerly smoked True True No No
903 Female 30.00 True True Urban 123.65 44.0 smokes True True Yes Yes
904 Female 15.00 True True Urban 87.96 21.5 formerly smoked True True No No
905 Female 50.00 True True Urban 85.92 37.3 smokes True True Yes Yes
906 Female 32.00 True True Urban 80.80 44.8 never smoked True True Yes Yes
907 Female 33.00 True True Rural 99.30 21.4 never smoked True True No No
908 Female 71.00 True True Urban 71.38 19.7 never smoked True True No No
909 Female 20.00 True True Urban 95.50 31.3 Unknown True True Yes Yes
910 Female 44.00 True True Urban 67.06 35.5 never smoked True True Yes Yes
911 Female 50.00 True True Urban 104.24 32.8 Unknown True True Yes Yes
912 Female 44.00 True True Urban 215.90 41.8 smokes True True Yes Yes
913 Female 47.00 True True Rural 108.56 27.3 formerly smoked True True No No
914 Female 29.00 True True Rural 60.74 20.0 never smoked True True No No
915 Female 19.00 True True Urban 110.70 38.5 never smoked True True Yes Yes
916 Female 41.00 True True Rural 78.93 30.9 formerly smoked True True Yes Yes
917 Female 23.00 True True Urban 124.50 33.4 Unknown True True Yes Yes
918 Female 52.00 True True Rural 213.54 32.0 never smoked True True Yes Yes
919 Female 21.00 True True Urban 78.35 20.3 Unknown True True No No
920 Female 35.00 True True Urban 86.87 43.2 Unknown True True Yes Yes
921 Female 33.00 True True Rural 124.01 22.7 Unknown True True No No
922 Female 53.00 True True Urban 83.41 29.9 never smoked True True No No
923 Female 31.00 True True Rural 70.65 29.9 Unknown True True No No
924 Female 43.00 True True Rural 92.40 22.7 Unknown True True No No
925 Female 61.00 True True Urban 73.36 16.1 never smoked True True No No
926 Female 57.00 True True Urban 219.50 33.8 formerly smoked True True Yes Yes
927 Female 16.00 True True Urban 58.02 22.5 Unknown True True No No
928 Female 60.00 True True Rural 61.94 27.9 formerly smoked True True No No
929 Female 69.00 True True Rural 63.19 32.2 never smoked True True Yes Yes
930 Female 22.00 True True Urban 56.84 29.9 smokes True True No No
931 Female 45.00 True True Rural 77.19 37.2 smokes True True Yes Yes
932 Female 30.00 True True Urban 70.67 24.6 smokes True True No No
933 Female 78.00 True True Urban 227.16 41.7 never smoked True True Yes Yes
934 Female 68.00 True True Rural 58.69 26.2 formerly smoked True True No No
935 Female 16.00 True True Urban 88.85 27.1 Unknown True True No No
936 Female 38.00 True True Urban 137.94 41.8 never smoked True True Yes Yes
937 Female 39.00 True True Urban 60.60 34.2 never smoked True True Yes Yes
938 Female 51.00 True True Rural 93.67 19.2 never smoked True True No No
939 Female 50.00 True True Urban 59.89 25.5 never smoked True True No No
940 Female 27.00 True True Urban 80.57 39.8 smokes True True Yes Yes
941 Female 73.00 True True Urban 88.52 20.8 formerly smoked True True No No
942 Female 65.00 True True Urban 88.82 28.2 formerly smoked True True No No
943 Female 76.00 True True Rural 102.08 31.0 smokes True True Yes Yes
944 Female 53.00 True True Rural 84.90 21.6 never smoked True True No No
945 Female 65.00 True True Urban 82.21 26.2 Unknown True True No No
946 Female 45.00 True True Rural 176.48 24.0 formerly smoked True True No No
947 Female 35.00 True True Urban 71.81 25.4 Unknown True True No No
948 Female 31.00 True True Urban 94.40 39.8 Unknown True True Yes Yes
949 Female 22.00 True True Urban 66.29 20.5 smokes True True No No
950 Female 82.00 True True Rural 211.88 28.7 never smoked True True No No
951 Female 50.00 True True Rural 76.55 29.0 smokes True True No No
952 Female 47.00 True True Urban 56.67 24.4 never smoked True True No No
953 Female 12.00 True True Rural 81.66 23.5 formerly smoked True True No No
954 Female 63.00 True True Rural 96.77 20.5 never smoked True True No No
955 Female 78.00 True True Rural 91.63 33.5 smokes True True Yes Yes
956 Female 81.00 True True Rural 210.23 30.7 never smoked True True Yes Yes
957 Female 39.00 True True Urban 92.82 37.4 never smoked True True Yes Yes
958 Female 37.00 True True Urban 74.51 29.5 Unknown True True No No
959 Female 78.00 True True Rural 81.99 27.3 formerly smoked True True No No
960 Female 75.00 True True Urban 87.69 27.5 formerly smoked True True No No
961 Female 48.00 True True Rural 111.64 27.9 Unknown True True No No
962 Female 24.00 True True Rural 72.06 30.2 formerly smoked True True Yes Yes
963 Female 76.00 True True Rural 97.90 31.3 formerly smoked True True Yes Yes
964 Female 26.00 True True Urban 168.15 22.9 never smoked True True No No
965 Female 56.00 True True Urban 224.63 42.8 never smoked True True Yes Yes
966 Female 38.00 True True Rural 61.88 29.0 Unknown True True No No
967 Female 12.00 True True Urban 85.04 29.9 never smoked True True No No
968 Female 22.00 True True Urban 140.40 23.0 smokes True True No No
969 Female 0.64 True True Urban 62.27 17.3 Unknown True True No No
970 Female 78.00 True True Rural 88.90 34.3 Unknown True True Yes Yes
971 Female 23.00 True True Urban 64.10 19.8 Unknown True True No No
972 Female 35.00 True True Urban 97.58 24.3 Unknown True True No No
973 Female 78.00 True True Rural 58.66 16.4 never smoked True True No No
974 Female 51.00 True True Rural 83.30 34.0 formerly smoked True True Yes Yes
975 Female 21.00 True True Urban 208.17 24.9 never smoked True True No No
976 Female 25.00 True True Rural 81.54 43.1 Unknown True True Yes Yes
977 Female 36.00 True True Rural 146.61 39.6 never smoked True True Yes Yes
978 Female 8.00 True True Urban 79.33 15.2 Unknown True True No No
979 Female 48.00 True True Rural 84.56 41.8 never smoked True True Yes Yes
980 Female 60.00 True True Urban 185.31 39.3 never smoked True True Yes Yes
981 Female 60.00 True True Urban 65.78 27.5 Unknown True True No No
982 Female 9.00 True True Rural 81.18 20.0 Unknown True True No No
983 Female 45.00 True True Rural 76.68 34.8 smokes True True Yes Yes
984 Female 52.00 True True Urban 85.66 39.4 never smoked True True Yes Yes
985 Female 47.00 True True Rural 68.37 29.4 smokes True True No No
986 Female 82.00 True True Urban 77.32 24.8 Unknown True True No No
987 Female 79.00 True True Rural 119.62 39.0 Unknown True True Yes Yes
988 Female 25.00 True True Rural 100.82 31.9 Unknown True True Yes Yes
989 Female 26.00 True True Rural 136.10 26.4 Unknown True True No No
990 Female 42.00 True True Rural 79.99 26.3 never smoked True True No No
991 Female 78.00 True True Rural 84.49 26.4 never smoked True True No No
992 Female 55.00 True True Urban 198.36 29.1 smokes True True No No
993 Female 68.00 True True Rural 93.61 24.9 never smoked True True No No
994 Female 47.00 True True Rural 75.43 36.4 smokes True True Yes Yes
995 Female 47.00 True True Urban 100.31 31.2 smokes True True Yes Yes
996 Female 51.00 True True Rural 105.63 32.8 never smoked True True Yes Yes
997 Female 78.00 True True Urban 58.88 35.8 Unknown True True Yes Yes
998 Female 45.00 True True Urban 115.23 28.0 never smoked True True No No
999 Female 53.00 True True Urban 196.25 24.9 smokes True True No No
1000 Female 12.00 True True Rural 85.97 35.7 Unknown True True Yes Yes
1001 Female 56.00 True True Urban 114.33 30.7 smokes True True Yes Yes
1002 Female 29.00 True True Rural 72.52 33.9 never smoked True True Yes Yes
1003 Female 55.00 True True Rural 63.47 27.8 Unknown True True No No
1004 Female 49.00 True True Urban 90.58 23.2 Unknown True True No No
1005 Female 23.00 True True Rural 92.26 17.1 Unknown True True No No
1006 Female 53.00 True True Urban 113.74 31.6 smokes True True Yes Yes
1007 Female 56.00 True True Rural 94.71 29.6 smokes True True No No
1008 Female 61.00 True True Rural 194.53 45.0 never smoked True True Yes Yes
1009 Female 45.00 True True Urban 72.65 25.6 Unknown True True No No
1010 Female 47.00 True True Rural 140.39 25.5 never smoked True True No No
1011 Female 3.00 True True Rural 77.87 18.3 Unknown True True No No
1012 Female 68.00 True True Urban 95.82 28.6 never smoked True True No No
1013 Female 76.00 True True Urban 204.05 23.5 never smoked True True No No
1014 Female 30.00 True True Urban 67.78 29.2 smokes True True No No
1015 Female 44.00 True True Urban 105.29 27.6 formerly smoked True True No No
1016 Female 31.00 True True Rural 59.63 19.9 never smoked True True No No
1017 Female 32.00 True True Rural 199.18 27.9 never smoked True True No No
1018 Female 44.00 True True Urban 91.21 24.1 never smoked True True No No
1019 Female 37.00 True True Urban 217.11 29.1 never smoked True True No No
1020 Female 25.00 True True Rural 74.11 34.1 smokes True True Yes Yes
1021 Female 19.00 True True Urban 131.23 21.1 Unknown True True No No
1022 Female 27.00 True True Rural 83.26 22.2 never smoked True True No No
1023 Female 20.00 True True Urban 76.63 26.2 never smoked True True No No
1024 Female 26.00 True True Rural 154.08 20.2 formerly smoked True True No No
1025 Female 5.00 True True Rural 59.61 17.1 Unknown True True No No
1026 Female 59.00 True True Urban 67.75 21.3 formerly smoked True True No No
1027 Female 45.00 True True Urban 90.35 22.3 never smoked True True No No
1028 Female 80.00 True True Rural 71.88 26.7 never smoked True True No No
1029 Female 8.00 True True Urban 67.33 16.7 Unknown True True No No
1030 Female 68.00 True True Urban 121.66 29.1 smokes True True No No
1031 Female 5.00 True True Rural 111.92 23.6 Unknown True True No No
1032 Female 60.00 True True Rural 68.96 30.8 Unknown True True Yes Yes
1033 Female 58.00 True True Urban 90.26 36.1 never smoked True True Yes Yes
1034 Female 43.00 True True Rural 91.90 32.7 formerly smoked True True Yes Yes
1035 Female 50.00 True True Urban 91.08 26.4 never smoked True True No No
1036 Female 1.48 True True Rural 118.55 20.7 Unknown True True No No
1037 Female 5.00 True True Rural 102.04 18.5 Unknown True True No No
1038 Female 67.00 True True Urban 82.09 14.1 never smoked True True No No
1039 Female 21.00 True True Rural 149.90 23.4 Unknown True True No No
1040 Female 36.00 True True Rural 100.33 23.2 never smoked True True No No
1041 Female 70.00 True True Urban 91.25 36.0 Unknown True True Yes Yes
1042 Female 52.00 True True Urban 97.32 21.8 smokes True True No No
1043 Female 28.00 True True Rural 75.53 34.9 never smoked True True Yes Yes
1044 Female 41.00 True True Rural 121.44 20.4 never smoked True True No No
1045 Female 33.00 True True Rural 57.92 22.3 Unknown True True No No
1046 Female 31.00 True True Rural 75.27 27.3 never smoked True True No No
1047 Female 42.00 True True Urban 80.24 28.9 never smoked True True No No
1048 Female 70.00 True True Rural 62.67 27.7 never smoked True True No No
1049 Female 58.00 True True Rural 56.51 28.2 smokes True True No No
1050 Female 25.00 True True Rural 65.95 35.0 never smoked True True Yes Yes
1051 Female 1.40 True True Urban 129.07 20.6 Unknown True True No No
1052 Female 47.00 True True Urban 62.47 26.5 never smoked True True No No
1053 Female 14.00 True True Urban 69.82 25.1 never smoked True True No No
1054 Female 82.00 True True Urban 99.68 22.2 Unknown True True No No
1055 Female 61.00 True True Urban 153.38 38.8 never smoked True True Yes Yes
1056 Female 15.00 True True Rural 87.10 18.3 never smoked True True No No
1057 Female 1.56 True True Urban 113.40 19.5 Unknown True True No No
1058 Female 53.00 True True Urban 84.85 24.7 never smoked True True No No
1059 Female 31.00 True True Urban 106.13 22.4 never smoked True True No No
1060 Female 29.00 True True Rural 74.33 29.9 smokes True True No No
1061 Female 5.00 True True Rural 109.40 20.0 Unknown True True No No
1062 Female 40.00 True True Rural 63.45 32.7 formerly smoked True True Yes Yes
1063 Female 78.00 True True Rural 201.07 21.8 Unknown True True No No
1064 Female 39.00 True True Urban 122.91 35.7 never smoked True True Yes Yes
1065 Female 17.00 True True Rural 55.41 25.4 Unknown True True No No
1066 Female 13.00 True True Urban 77.63 31.7 never smoked True True Yes Yes
1067 Female 42.00 True True Urban 124.34 34.7 formerly smoked True True Yes Yes
1068 Female 3.00 True True Urban 124.50 16.4 Unknown True True No No
1069 Female 41.00 True True Urban 98.85 24.6 never smoked True True No No
1070 Female 20.00 True True Rural 93.74 23.7 Unknown True True No No
1071 Female 25.00 True True Urban 65.60 33.5 never smoked True True Yes Yes
1072 Female 37.00 True True Rural 94.77 48.9 Unknown True True Yes Yes
1073 Female 51.00 True True Urban 145.22 31.4 Unknown True True Yes Yes
1074 Female 38.00 True True Rural 84.79 24.2 formerly smoked True True No No
1075 Female 32.00 True True Urban 68.66 22.6 Unknown True True No No
1076 Female 32.00 True True Rural 128.72 26.3 smokes True True No No
1077 Female 63.00 True True Urban 85.04 29.7 formerly smoked True True No No
1078 Female 25.00 True True Rural 97.52 45.5 formerly smoked True True Yes Yes
1079 Female 80.00 True True Rural 90.43 34.2 never smoked True True Yes Yes
1080 Female 31.00 True True Urban 81.71 32.7 Unknown True True Yes Yes
1081 Female 21.00 True True Rural 93.00 25.7 never smoked True True No No
1082 Female 78.00 True True Rural 95.37 17.3 Unknown True True No No
1083 Female 50.00 True True Urban 95.01 26.2 formerly smoked True True No No
1084 Female 20.00 True True Urban 80.08 25.1 never smoked True True No No
1085 Female 22.00 True True Rural 62.00 32.7 smokes True True Yes Yes
1086 Female 57.00 True True Rural 77.57 21.0 Unknown True True No No
1087 Female 29.00 True True Rural 108.75 24.1 Unknown True True No No
1088 Female 32.00 True True Urban 108.23 20.4 Unknown True True No No
1089 Female 54.00 True True Rural 151.33 30.9 formerly smoked True True Yes Yes
1090 Female 58.00 True True Rural 107.17 27.7 Unknown True True No No
1091 Female 41.00 True True Rural 91.46 29.5 never smoked True True No No
1092 Female 32.00 True True Urban 114.37 37.8 Unknown True True Yes Yes
1093 Female 54.00 True True Urban 100.29 30.2 never smoked True True Yes Yes
1094 Female 79.00 True True Urban 68.37 24.2 smokes True True No No
1095 Female 45.00 True True Urban 73.27 22.2 smokes True True No No
1096 Female 45.00 True True Urban 107.29 29.6 never smoked True True No No
1097 Female 65.00 True True Urban 74.01 28.7 smokes True True No No
1098 Female 57.00 True True Urban 95.40 19.5 Unknown True True No No
1099 Female 52.00 True True Urban 120.25 28.2 Unknown True True No No
1100 Female 63.00 True True Rural 85.51 26.6 smokes True True No No
1101 Female 57.00 True True Rural 84.18 35.5 never smoked True True Yes Yes
1102 Female 50.00 True True Urban 82.37 30.7 never smoked True True Yes Yes
1103 Female 35.00 True True Rural 74.55 22.4 never smoked True True No No
1104 Female 35.00 True True Urban 114.45 25.2 smokes True True No No
1105 Female 42.00 True True Rural 107.91 20.5 never smoked True True No No
1106 Female 62.00 True True Rural 83.85 24.5 never smoked True True No No
1107 Female 3.00 True True Urban 101.30 24.8 Unknown True True No No
1108 Female 43.00 True True Rural 72.13 42.6 never smoked True True Yes Yes
1109 Female 52.00 True True Urban 94.98 23.8 never smoked True True No No
1110 Female 81.00 True True Urban 93.13 26.1 Unknown True True No No
1111 Female 15.00 True True Urban 121.60 22.8 never smoked True True No No
1112 Female 30.00 True True Urban 75.88 32.8 Unknown True True Yes Yes
1113 Female 47.00 True True Rural 100.41 23.8 never smoked True True No No
1114 Female 66.00 True True Urban 202.05 31.7 smokes True True Yes Yes
1115 Female 63.00 True True Rural 55.57 26.8 formerly smoked True True No No
1116 Female 12.00 True True Urban 58.14 21.3 never smoked True True No No
1117 Female 46.00 True True Urban 78.79 42.4 smokes True True Yes Yes
1118 Female 8.00 True True Urban 96.62 16.4 Unknown True True No No
1119 Female 4.00 True True Rural 206.25 17.0 Unknown True True No No
1120 Female 26.00 True True Urban 114.18 23.3 never smoked True True No No
1121 Female 48.00 True True Rural 101.89 25.1 smokes True True No No
1122 Female 24.00 True True Urban 107.22 35.3 smokes True True Yes Yes
1123 Female 42.00 True True Urban 98.76 26.4 smokes True True No No
1124 Female 57.00 True True Rural 116.93 28.3 never smoked True True No No
1125 Female 51.00 True True Rural 219.96 42.3 never smoked True True Yes Yes
1126 Female 27.00 True True Urban 88.97 28.8 never smoked True True No No
1127 Female 53.00 True True Rural 72.49 38.5 never smoked True True Yes Yes
1128 Female 52.00 True True Rural 107.27 30.1 Unknown True True Yes Yes
1129 Female 68.00 True True Rural 97.96 31.3 never smoked True True Yes Yes
1130 Female 23.00 True True Rural 112.30 26.6 Unknown True True No No
1131 Female 43.00 True True Urban 75.77 20.4 formerly smoked True True No No
1132 Female 52.00 True True Urban 93.14 32.5 never smoked True True Yes Yes
1133 Female 21.00 True True Rural 80.84 30.7 Unknown True True Yes Yes
1134 Female 49.00 True True Rural 65.34 39.4 never smoked True True Yes Yes
1135 Female 27.00 True True Urban 98.71 26.1 formerly smoked True True No No
1136 Female 52.00 True True Rural 170.22 27.2 formerly smoked True True No No
1137 Female 22.00 True True Urban 73.50 41.3 smokes True True Yes Yes
1138 Female 29.00 True True Urban 81.20 23.0 Unknown True True No No
1139 Female 49.00 True True Rural 114.76 24.7 never smoked True True No No
1140 Female 56.00 True True Rural 74.35 26.6 smokes True True No No
1141 Female 25.00 True True Rural 134.33 19.5 Unknown True True No No
1142 Female 44.00 True True Rural 222.29 38.2 never smoked True True Yes Yes
1143 Female 36.00 True True Rural 114.16 21.3 smokes True True No No
1144 Female 39.00 True True Urban 73.06 20.9 never smoked True True No No
1145 Female 71.00 True True Urban 187.88 29.2 formerly smoked True True No No
1146 Female 18.00 True True Urban 79.89 17.9 Unknown True True No No
1147 Female 29.00 True True Rural 62.47 34.4 formerly smoked True True Yes Yes
1148 Female 26.00 True True Rural 63.94 17.6 never smoked True True No No
1149 Female 23.00 True True Rural 77.73 19.2 never smoked True True No No
1150 Female 43.00 True True Urban 96.30 28.1 smokes True True No No
1151 Female 49.00 True True Rural 107.46 32.1 never smoked True True Yes Yes
1152 Female 26.00 True True Rural 89.37 20.2 never smoked True True No No
1153 Female 10.00 True True Urban 93.64 23.4 Unknown True True No No
1154 Female 41.00 True True Rural 83.44 21.5 Unknown True True No No
1155 Female 54.00 True True Rural 102.61 32.4 Unknown True True Yes Yes
1156 Female 53.00 True True Rural 81.76 34.3 formerly smoked True True Yes Yes
1157 Female 55.00 True True Urban 59.20 43.8 never smoked True True Yes Yes
1158 Female 72.00 True True Urban 226.88 36.7 formerly smoked True True Yes Yes
1159 Female 42.00 True True Urban 65.66 33.7 never smoked True True Yes Yes
1160 Female 55.00 True True Urban 186.40 28.0 never smoked True True No No
1161 Female 47.00 True True Urban 122.32 23.9 Unknown True True No No
1162 Female 49.00 True True Urban 149.13 42.9 smokes True True Yes Yes
1163 Female 12.00 True True Urban 82.39 17.1 never smoked True True No No
1164 Female 77.00 True True Rural 80.85 19.4 Unknown True True No No
1165 Female 67.00 True True Urban 90.01 34.4 smokes True True Yes Yes
1166 Female 38.00 True True Urban 158.48 33.7 formerly smoked True True Yes Yes
1167 Female 34.00 True True Rural 90.15 27.9 formerly smoked True True No No
1168 Female 57.00 True True Rural 189.44 35.8 never smoked True True Yes Yes
1169 Female 17.00 True True Rural 70.03 23.1 smokes True True No No
1170 Female 71.00 True True Rural 249.29 30.3 smokes True True Yes Yes
1171 Female 19.00 True True Rural 72.52 32.0 Unknown True True Yes Yes
1172 Female 62.00 True True Urban 92.13 33.7 never smoked True True Yes Yes
1173 Female 9.00 True True Rural 77.67 17.6 Unknown True True No No
1174 Female 26.00 True True Urban 97.24 22.5 never smoked True True No No
1175 Female 40.00 True True Urban 74.65 25.3 formerly smoked True True No No
1176 Female 59.00 True True Urban 74.35 28.0 never smoked True True No No
1177 Female 31.00 True True Urban 206.59 41.4 smokes True True Yes Yes
1178 Female 69.00 True True Urban 196.33 25.3 never smoked True True No No
1179 Female 56.00 True True Urban 242.94 41.2 never smoked True True Yes Yes
1180 Female 80.00 True True Rural 103.06 28.8 never smoked True True No No
1181 Female 60.00 True True Urban 80.86 31.0 smokes True True Yes Yes
1182 Female 40.00 True True Urban 114.32 28.3 smokes True True No No
1183 Female 30.00 True True Urban 83.91 23.9 Unknown True True No No
1184 Female 66.00 True True Rural 152.02 44.2 formerly smoked True True Yes Yes
1185 Female 37.00 True True Urban 60.61 35.7 formerly smoked True True Yes Yes
1186 Female 41.00 True True Rural 89.14 37.4 formerly smoked True True Yes Yes
1187 Female 34.00 True True Urban 97.23 27.5 Unknown True True No No
1188 Female 18.00 True True Rural 135.19 23.4 never smoked True True No No
1189 Female 3.00 True True Urban 93.30 19.5 Unknown True True No No
1190 Female 57.00 True True Urban 97.39 38.0 Unknown True True Yes Yes
1191 Female 27.00 True True Rural 226.75 28.9 Unknown True True No No
1192 Female 73.00 True True Urban 90.01 32.4 formerly smoked True True Yes Yes
1193 Female 52.00 True True Rural 107.84 22.0 formerly smoked True True No No
1194 Female 65.00 True True Rural 71.06 26.4 never smoked True True No No
1195 Female 77.00 True True Rural 104.23 23.8 smokes True True No No
1196 Female 34.00 True True Urban 133.82 20.4 never smoked True True No No
1197 Female 33.00 True True Rural 80.82 40.3 never smoked True True Yes Yes
1198 Female 46.00 True True Rural 75.09 28.7 never smoked True True No No
1199 Female 1.00 True True Urban 199.83 24.5 Unknown True True No No
1200 Female 5.00 True True Rural 73.69 24.8 Unknown True True No No
1201 Female 49.00 True True Rural 68.44 23.0 smokes True True No No
1202 Female 45.00 True True Urban 65.36 39.3 never smoked True True Yes Yes
1203 Female 13.00 True True Urban 94.12 20.1 never smoked True True No No
1204 Female 76.00 True True Rural 96.24 25.4 never smoked True True No No
1205 Female 20.00 True True Rural 77.29 28.4 never smoked True True No No
1206 Female 9.00 True True Rural 125.09 15.4 Unknown True True No No
1207 Female 78.00 True True Urban 107.18 28.2 never smoked True True No No
1208 Female 55.00 True True Urban 57.30 41.5 never smoked True True Yes Yes
1209 Female 43.00 True True Rural 101.35 32.2 never smoked True True Yes Yes
1210 Female 16.00 True True Rural 94.03 25.7 never smoked True True No No
1211 Female 71.00 True True Urban 240.81 27.4 never smoked True True No No
1212 Female 18.00 True True Urban 152.87 31.5 Unknown True True Yes Yes
1213 Female 47.00 True True Urban 96.04 29.2 Unknown True True No No
1214 Female 56.00 True True Rural 110.92 25.9 Unknown True True No No
1215 Female 44.00 True True Rural 92.72 36.6 never smoked True True Yes Yes
1216 Female 6.00 True True Rural 108.23 18.6 Unknown True True No No
1217 Female 78.00 True True Rural 56.34 27.5 Unknown True True No No
1218 Female 32.00 True True Rural 61.83 31.3 never smoked True True Yes Yes
1219 Female 40.00 True True Rural 131.99 37.5 never smoked True True Yes Yes
1220 Female 63.00 True True Rural 136.81 23.1 smokes True True No No
1221 Female 82.00 True True Rural 117.75 29.8 never smoked True True No No
1222 Female 17.00 True True Urban 78.46 23.5 Unknown True True No No
1223 Female 34.00 True True Rural 83.53 48.5 formerly smoked True True Yes Yes
1224 Female 32.00 True True Urban 88.33 20.0 Unknown True True No No
1225 Female 47.00 True True Urban 131.43 24.3 never smoked True True No No
1226 Female 34.00 True True Rural 231.50 45.4 never smoked True True Yes Yes
1227 Female 64.00 True True Rural 99.40 29.1 never smoked True True No No
1228 Female 65.00 True True Rural 220.47 48.7 never smoked True True Yes Yes
1229 Female 61.00 True True Urban 180.80 20.3 never smoked True True No No
1230 Female 47.00 True True Urban 95.07 38.8 formerly smoked True True Yes Yes
1231 Female 71.00 True True Urban 129.97 44.2 smokes True True Yes Yes
1232 Female 28.00 True True Urban 87.92 32.5 Unknown True True Yes Yes
1233 Female 7.00 True True Rural 85.15 15.1 Unknown True True No No
1234 Female 68.00 True True Rural 95.36 21.5 smokes True True No No
1235 Female 75.00 True True Rural 219.39 33.4 smokes True True Yes Yes
1236 Female 34.00 True True Rural 87.21 38.4 Unknown True True Yes Yes
1237 Female 8.00 True True Urban 80.47 20.6 Unknown True True No No
1238 Female 50.00 True True Urban 89.95 48.9 formerly smoked True True Yes Yes
1239 Female 1.16 True True Urban 65.01 17.0 Unknown True True No No
1240 Female 76.00 True True Urban 110.07 31.8 never smoked True True Yes Yes
1241 Female 67.00 True True Rural 90.35 28.1 Unknown True True No No
1242 Female 27.00 True True Urban 71.50 40.3 smokes True True Yes Yes
1243 Female 51.00 True True Urban 173.96 31.2 formerly smoked True True Yes Yes
1244 Female 56.00 True True Urban 113.20 38.7 smokes True True Yes Yes
1245 Female 18.00 True True Rural 73.29 28.1 smokes True True No No
1246 Female 63.00 True True Urban 65.71 29.2 smokes True True No No
1247 Female 31.00 True True Rural 60.41 31.1 Unknown True True Yes Yes
1248 Female 37.00 True True Urban 89.11 24.1 never smoked True True No No
1249 Female 64.00 True True Urban 63.32 18.7 formerly smoked True True No No
1250 Female 1.80 True True Urban 162.93 15.7 Unknown True True No No
1251 Female 69.00 True True Urban 198.33 42.7 smokes True True Yes Yes
1252 Female 13.00 True True Rural 85.81 18.6 Unknown True True No No
1253 Female 78.00 True True Urban 191.33 24.5 never smoked True True No No
1254 Female 21.00 True True Rural 59.52 33.7 never smoked True True Yes Yes
1255 Female 82.00 True True Urban 80.00 33.6 never smoked True True Yes Yes
1256 Female 80.00 True True Urban 75.06 29.7 Unknown True True No No
1257 Female 21.00 True True Urban 91.18 25.7 never smoked True True No No
1258 Female 46.00 True True Rural 85.81 20.2 formerly smoked True True No No
1259 Female 3.00 True True Rural 97.31 22.2 Unknown True True No No
1260 Female 41.00 True True Rural 89.88 33.1 formerly smoked True True Yes Yes
1261 Female 67.00 True True Rural 62.66 28.0 formerly smoked True True No No
1262 Female 5.00 True True Urban 122.25 16.7 Unknown True True No No
1263 Female 63.00 True True Rural 85.00 26.4 smokes True True No No
1264 Female 73.00 True True Urban 100.49 23.7 smokes True True No No
1265 Female 30.00 True True Urban 101.98 23.2 Unknown True True No No
1266 Female 80.00 True True Rural 98.39 22.2 smokes True True No No
1267 Female 64.00 True True Rural 128.04 34.0 smokes True True Yes Yes
1268 Female 36.00 True True Urban 216.96 34.5 Unknown True True Yes Yes
1269 Female 35.00 True True Rural 83.27 19.8 formerly smoked True True No No
1270 Female 28.00 True True Rural 96.86 29.0 Unknown True True No No
1271 Female 12.00 True True Rural 91.71 21.3 Unknown True True No No
1272 Female 27.00 True True Urban 161.57 25.7 smokes True True No No
1273 Female 62.00 True True Rural 74.32 34.0 never smoked True True Yes Yes
1274 Female 30.00 True True Urban 74.43 44.8 never smoked True True Yes Yes
1275 Female 28.00 True True Rural 97.06 23.2 Unknown True True No No
1276 Female 16.00 True True Rural 79.03 29.3 Unknown True True No No
1277 Female 29.00 True True Rural 62.48 29.5 never smoked True True No No
1278 Female 26.00 True True Rural 84.90 26.2 never smoked True True No No
1279 Female 29.00 True True Rural 86.55 29.8 smokes True True No No
1280 Female 29.00 True True Rural 118.61 26.5 never smoked True True No No
1281 Female 33.00 True True Rural 80.21 27.8 formerly smoked True True No No
1282 Female 19.00 True True Rural 65.96 29.0 never smoked True True No No
1283 Female 10.00 True True Urban 61.34 19.1 Unknown True True No No
1284 Female 3.00 True True Urban 116.60 17.1 Unknown True True No No
1285 Female 60.00 True True Urban 85.13 24.6 Unknown True True No No
1286 Female 16.00 True True Rural 86.32 18.3 Unknown True True No No
1287 Female 41.00 True True Urban 140.93 46.5 Unknown True True Yes Yes
1288 Female 19.00 True True Urban 83.43 38.4 Unknown True True Yes Yes
1289 Female 79.00 True True Urban 207.95 26.0 formerly smoked True True No No
1290 Female 41.00 True True Rural 134.29 26.8 smokes True True No No
1291 Female 51.00 True True Urban 86.25 29.0 never smoked True True No No
1292 Female 33.00 True True Rural 112.94 43.0 never smoked True True Yes Yes
1293 Female 33.00 True True Rural 73.54 36.6 smokes True True Yes Yes
1294 Female 61.00 True True Rural 69.91 37.1 never smoked True True Yes Yes
1295 Female 42.00 True True Urban 56.71 25.2 Unknown True True No No
1296 Female 56.00 True True Rural 131.63 27.6 never smoked True True No No
1297 Female 40.00 True True Urban 120.77 27.6 never smoked True True No No
1298 Female 58.00 True True Rural 100.42 39.5 smokes True True Yes Yes
1299 Female 52.00 True True Urban 155.86 27.2 smokes True True No No
1300 Female 47.00 True True Urban 86.99 28.9 smokes True True No No
1301 Female 34.00 True True Urban 90.55 30.0 never smoked True True Yes Yes
1302 Female 82.00 True True Rural 229.58 23.7 Unknown True True No No
1303 Female 31.00 True True Urban 60.06 25.5 smokes True True No No
1304 Female 58.00 True True Rural 65.66 24.6 formerly smoked True True No No
1305 Female 47.00 True True Urban 104.70 20.7 smokes True True No No
1306 Female 13.00 True True Rural 99.49 23.4 Unknown True True No No
1307 Female 7.00 True True Urban 79.58 15.5 Unknown True True No No
1308 Female 37.00 True True Rural 77.37 21.4 never smoked True True No No
1309 Female 77.00 True True Rural 167.59 34.3 formerly smoked True True Yes Yes
1310 Female 3.00 True True Urban 88.79 21.5 Unknown True True No No
1311 Female 49.00 True True Urban 117.34 21.6 never smoked True True No No
1312 Female 60.00 True True Urban 114.34 30.3 smokes True True Yes Yes
1313 Female 56.00 True True Rural 227.04 23.0 smokes True True No No
1314 Female 73.00 True True Urban 87.56 24.1 never smoked True True No No
1315 Female 34.00 True True Rural 96.26 27.6 Unknown True True No No
1316 Female 80.00 True True Urban 79.57 26.9 never smoked True True No No
1317 Female 80.00 True True Urban 64.15 40.5 never smoked True True Yes Yes
1318 Female 65.00 True True Urban 74.50 32.0 never smoked True True Yes Yes
1319 Female 24.00 True True Urban 70.32 20.5 Unknown True True No No
1320 Female 33.00 True True Urban 84.48 44.5 never smoked True True Yes Yes
1321 Female 57.00 True True Rural 78.14 35.8 never smoked True True Yes Yes
1322 Female 19.00 True True Urban 133.58 24.0 never smoked True True No No
1323 Female 39.00 True True Urban 80.63 36.0 smokes True True Yes Yes
1324 Female 14.00 True True Rural 233.71 22.9 never smoked True True No No
1325 Female 60.00 True True Urban 96.00 44.5 smokes True True Yes Yes
1326 Female 3.00 True True Urban 74.52 17.5 Unknown True True No No
1327 Female 57.00 True True Rural 131.40 32.3 never smoked True True Yes Yes
1328 Female 65.00 True True Rural 108.80 33.5 Unknown True True Yes Yes
1329 Female 67.00 True True Urban 97.06 30.9 never smoked True True Yes Yes
1330 Female 60.00 True True Rural 266.59 25.5 never smoked True True No No
1331 Female 36.00 True True Rural 55.58 30.0 never smoked True True Yes Yes
1332 Female 26.00 True True Urban 89.28 21.7 smokes True True No No
1333 Female 50.00 True True Rural 84.88 27.1 never smoked True True No No
1334 Female 54.00 True True Urban 81.44 31.5 formerly smoked True True Yes Yes
1335 Female 36.00 True True Urban 68.48 24.3 never smoked True True No No
1336 Female 38.00 True True Urban 100.02 28.0 never smoked True True No No
1337 Female 7.00 True True Urban 156.82 17.3 Unknown True True No No
1338 Female 5.00 True True Urban 81.66 17.2 Unknown True True No No
1339 Female 30.00 True True Rural 72.49 25.8 never smoked True True No No
1340 Female 39.00 True True Urban 107.47 21.3 Unknown True True No No
1341 Female 17.00 True True Rural 92.11 43.0 never smoked True True Yes Yes
1342 Female 14.00 True True Rural 70.54 24.4 formerly smoked True True No No
1343 Female 52.00 True True Rural 205.00 30.1 never smoked True True Yes Yes
1344 Female 2.00 True True Rural 89.72 17.8 Unknown True True No No
1345 Female 50.00 True True Rural 95.25 24.3 never smoked True True No No
1346 Female 48.00 True True Rural 75.91 27.8 Unknown True True No No
1347 Female 54.00 True True Rural 97.47 26.7 never smoked True True No No
1348 Female 81.00 True True Rural 59.28 28.1 never smoked True True No No
1349 Female 15.00 True True Rural 101.15 22.2 Unknown True True No No
1350 Female 59.00 True True Rural 55.46 20.9 never smoked True True No No
1351 Female 48.00 True True Urban 113.87 28.9 never smoked True True No No
1352 Female 44.00 True True Urban 127.21 29.8 smokes True True No No
1353 Female 39.00 True True Urban 78.90 26.7 never smoked True True No No
1354 Female 38.00 True True Urban 87.94 43.8 never smoked True True Yes Yes
1355 Female 43.00 True True Rural 97.55 28.3 formerly smoked True True No No
1356 Female 58.00 True True Rural 127.32 33.1 smokes True True Yes Yes
1357 Female 54.00 True True Urban 75.52 28.7 formerly smoked True True No No
1358 Female 38.00 True True Rural 84.31 25.9 smokes True True No No
1359 Female 20.00 True True Rural 96.69 27.4 smokes True True No No
1360 Female 12.00 True True Urban 63.98 21.2 formerly smoked True True No No
1361 Female 42.00 True True Urban 98.53 18.5 never smoked True True No No
1362 Female 45.00 True True Urban 93.21 43.8 never smoked True True Yes Yes
1363 Female 67.00 True True Rural 80.18 22.9 formerly smoked True True No No
1364 Female 24.00 True True Rural 69.72 29.6 never smoked True True No No
1365 Female 13.00 True True Rural 77.55 21.3 Unknown True True No No
1366 Female 45.00 True True Urban 106.83 32.1 formerly smoked True True Yes Yes
1367 Female 31.00 True True Urban 92.16 22.8 never smoked True True No No
1368 Female 14.00 True True Rural 65.41 19.5 Unknown True True No No
1369 Female 28.00 True True Rural 94.15 23.1 smokes True True No No
1370 Female 11.00 True True Urban 81.31 18.8 never smoked True True No No
1371 Female 63.00 True True Rural 78.96 28.6 never smoked True True No No
1372 Female 59.00 True True Rural 123.47 27.5 Unknown True True No No
1373 Female 35.00 True True Urban 71.59 40.3 never smoked True True Yes Yes
1374 Female 72.00 True True Rural 112.12 30.5 never smoked True True Yes Yes
1375 Female 73.00 True True Rural 60.98 29.9 formerly smoked True True No No
1376 Female 24.00 True True Urban 86.35 32.7 never smoked True True Yes Yes
1377 Female 78.00 True True Urban 110.78 22.9 never smoked True True No No
1378 Female 77.00 True True Urban 99.78 38.0 never smoked True True Yes Yes
1379 Female 59.00 True True Rural 201.45 43.8 smokes True True Yes Yes
1380 Female 35.00 True True Urban 83.89 25.5 never smoked True True No No
1381 Female 75.00 True True Urban 206.15 25.4 never smoked True True No No
1382 Female 80.00 True True Rural 102.90 26.7 Unknown True True No No
1383 Female 22.00 True True Urban 123.23 21.3 Unknown True True No No
1384 Female 62.00 True True Rural 102.21 36.3 never smoked True True Yes Yes
1385 Female 13.00 True True Urban 105.22 18.4 Unknown True True No No
1386 Female 44.00 True True Rural 88.75 25.6 Unknown True True No No
1387 Female 59.00 True True Rural 79.18 30.0 Unknown True True Yes Yes
1388 Female 35.00 True True Urban 81.33 28.9 never smoked True True No No
1389 Female 52.00 True True Urban 126.68 28.1 never smoked True True No No
1390 Female 76.00 True True Urban 196.61 23.0 never smoked True True No No
1391 Female 51.00 True True Urban 219.92 33.5 formerly smoked True True Yes Yes
1392 Female 79.00 True True Rural 79.16 34.8 formerly smoked True True Yes Yes
1393 Female 69.00 True True Urban 99.68 17.6 formerly smoked True True No No
1394 Female 78.00 True True Urban 79.55 21.1 formerly smoked True True No No
1395 Female 56.00 True True Rural 77.66 40.8 never smoked True True Yes Yes
1396 Female 69.00 True True Urban 111.48 37.0 smokes True True Yes Yes
1397 Female 25.00 True True Urban 84.25 24.5 Unknown True True No No
1398 Female 58.00 True True Urban 105.74 26.8 formerly smoked True True No No
1399 Female 28.00 True True Rural 58.41 21.0 Unknown True True No No
1400 Female 46.00 True True Urban 56.89 23.8 smokes True True No No
1401 Female 37.00 True True Rural 86.49 24.4 Unknown True True No No
1402 Female 14.00 True True Rural 92.22 22.8 Unknown True True No No
1403 Female 60.00 True True Rural 83.16 29.7 smokes True True No No
1404 Female 65.00 True True Rural 70.06 35.8 Unknown True True Yes Yes
1405 Female 53.00 True True Rural 87.62 33.7 smokes True True Yes Yes
1406 Female 50.00 True True Rural 77.67 25.6 never smoked True True No No
1407 Female 23.00 True True Rural 95.66 19.9 smokes True True No No
1408 Female 45.00 True True Urban 172.33 45.3 formerly smoked True True Yes Yes
1409 Female 0.80 True True Urban 106.59 15.5 Unknown True True No No
1410 Female 82.00 True True Urban 243.59 24.3 never smoked True True No No
1411 Female 79.00 True True Rural 97.81 26.6 formerly smoked True True No No
1412 Female 74.00 True True Urban 116.04 30.9 never smoked True True Yes Yes
1413 Female 50.00 True True Rural 68.41 23.9 smokes True True No No
1414 Female 34.00 True True Rural 94.44 34.2 Unknown True True Yes Yes
1415 Female 52.00 True True Rural 183.87 26.2 never smoked True True No No
1416 Female 67.00 True True Rural 66.08 36.2 never smoked True True Yes Yes
1417 Female 62.00 True True Rural 72.19 22.4 Unknown True True No No
1418 Female 18.00 True True Rural 101.09 19.3 smokes True True No No
1419 Female 75.00 True True Urban 88.83 41.7 never smoked True True Yes Yes
1420 Female 42.00 True True Rural 69.99 46.0 smokes True True Yes Yes
1421 Female 18.00 True True Urban 146.59 27.7 Unknown True True No No
1422 Female 66.00 True True Urban 76.83 26.0 never smoked True True No No
1423 Female 18.00 True True Urban 90.92 16.0 never smoked True True No No
1424 Female 44.00 True True Urban 97.16 33.1 Unknown True True Yes Yes
1425 Female 36.00 True True Rural 129.43 29.7 never smoked True True No No
1426 Female 61.00 True True Urban 106.01 34.0 smokes True True Yes Yes
1427 Female 7.00 True True Rural 114.82 33.3 Unknown True True Yes Yes
1428 Female 15.00 True True Urban 121.39 27.0 Unknown True True No No
1429 Female 2.00 True True Urban 84.12 15.3 Unknown True True No No
1430 Female 25.00 True True Rural 103.15 21.0 smokes True True No No
1431 Female 63.00 True True Rural 153.60 28.0 formerly smoked True True No No
1432 Female 53.00 True True Urban 129.43 29.6 never smoked True True No No
1433 Female 33.00 True True Rural 81.00 30.2 formerly smoked True True Yes Yes
1434 Female 23.00 True True Rural 71.81 22.2 Unknown True True No No
1435 Female 23.00 True True Urban 84.46 28.4 formerly smoked True True No No
1436 Female 81.00 True True Rural 101.32 29.6 formerly smoked True True No No
1437 Female 69.00 True True Urban 208.20 32.6 formerly smoked True True Yes Yes
1438 Female 70.00 True True Urban 91.28 30.1 Unknown True True Yes Yes
1439 Female 48.00 True True Urban 77.99 31.2 formerly smoked True True Yes Yes
1440 Female 2.00 True True Rural 92.30 14.8 Unknown True True No No
1441 Female 69.00 True True Rural 84.46 19.9 Unknown True True No No
1442 Female 52.00 True True Rural 68.70 16.0 Unknown True True No No
1443 Female 2.00 True True Rural 100.66 18.5 Unknown True True No No
1444 Female 38.00 True True Rural 100.05 20.8 smokes True True No No
1445 Female 45.00 True True Rural 103.94 32.5 smokes True True Yes Yes
1446 Female 1.24 True True Urban 84.20 19.2 Unknown True True No No
1447 Female 77.00 True True Urban 250.80 32.9 never smoked True True Yes Yes
1448 Female 46.00 True True Rural 112.29 23.5 Unknown True True No No
1449 Female 50.00 True True Urban 65.98 21.7 never smoked True True No No
1450 Female 52.00 True True Urban 99.10 29.1 Unknown True True No No
1451 Female 40.00 True True Rural 217.00 29.4 formerly smoked True True No No
1452 Female 59.00 True True Rural 57.47 30.1 formerly smoked True True Yes Yes
1453 Female 42.00 True True Rural 94.38 34.0 never smoked True True Yes Yes
1454 Female 26.00 True True Urban 100.31 38.6 never smoked True True Yes Yes
1455 Female 34.00 True True Rural 103.43 43.6 smokes True True Yes Yes
1456 Female 54.00 True True Urban 99.83 22.7 formerly smoked True True No No
1457 Female 57.00 True True Urban 217.40 36.6 never smoked True True Yes Yes
1458 Female 1.56 True True Urban 71.81 22.6 Unknown True True No No
1459 Female 50.00 True True Urban 79.79 25.6 smokes True True No No
1460 Female 64.00 True True Urban 190.92 31.4 never smoked True True Yes Yes
1461 Female 5.00 True True Urban 75.86 20.0 Unknown True True No No
1462 Female 67.00 True True Rural 94.45 29.6 formerly smoked True True No No
1463 Female 12.00 True True Rural 150.03 28.2 never smoked True True No No
1464 Female 30.00 True True Urban 69.67 35.8 formerly smoked True True Yes Yes
1465 Female 65.00 True True Urban 77.46 30.9 formerly smoked True True Yes Yes
1466 Female 23.00 True True Urban 100.54 22.1 smokes True True No No
1467 Female 53.00 True True Urban 73.60 27.0 never smoked True True No No
1468 Female 58.00 True True Rural 59.52 33.2 never smoked True True Yes Yes
1469 Female 46.00 True True Urban 75.28 36.7 formerly smoked True True Yes Yes
1470 Female 41.00 True True Rural 100.75 27.2 never smoked True True No No
1471 Female 43.00 True True Urban 110.42 32.6 smokes True True Yes Yes
1472 Female 36.00 True True Rural 107.99 25.5 never smoked True True No No
1473 Female 36.00 True True Rural 90.22 28.7 formerly smoked True True No No
1474 Female 47.00 True True Rural 143.45 23.8 never smoked True True No No
1475 Female 18.00 True True Rural 78.57 34.4 Unknown True True Yes Yes
1476 Female 46.00 True True Rural 116.84 28.2 never smoked True True No No
1477 Female 59.00 True True Urban 90.04 28.7 formerly smoked True True No No
1478 Female 48.00 True True Rural 255.17 38.1 formerly smoked True True Yes Yes
1479 Female 18.00 True True Urban 123.66 22.2 never smoked True True No No
1480 Female 56.00 True True Urban 112.16 25.7 Unknown True True No No
1481 Female 41.00 True True Urban 86.03 26.4 never smoked True True No No
1482 Female 67.00 True True Urban 227.96 32.8 Unknown True True Yes Yes
1483 Female 60.00 True True Rural 85.60 34.5 Unknown True True Yes Yes
1484 Female 47.00 True True Rural 111.68 39.5 never smoked True True Yes Yes
1485 Female 24.00 True True Urban 73.49 23.5 never smoked True True No No
1486 Female 17.00 True True Rural 99.29 21.2 Unknown True True No No
1487 Female 45.00 True True Rural 63.73 32.0 Unknown True True Yes Yes
1488 Female 79.00 True True Urban 79.20 32.6 never smoked True True Yes Yes
1489 Female 27.00 True True Urban 94.19 27.4 formerly smoked True True No No
1490 Female 34.00 True True Urban 71.37 32.9 never smoked True True Yes Yes
1491 Female 50.00 True True Urban 110.18 26.0 formerly smoked True True No No
1492 Female 58.00 True True Rural 59.68 29.2 formerly smoked True True No No
1493 Female 50.00 True True Rural 82.10 26.4 Unknown True True No No
1494 Female 80.00 True True Urban 62.62 23.1 formerly smoked True True No No
1495 Female 29.00 True True Urban 116.98 23.4 never smoked True True No No
1496 Female 6.00 True True Rural 84.10 19.8 Unknown True True No No
1497 Female 44.00 True True Rural 81.13 34.1 never smoked True True Yes Yes
1498 Female 23.00 True True Urban 88.19 18.3 never smoked True True No No
1499 Female 34.00 True True Rural 119.61 26.4 Unknown True True No No
1500 Female 42.00 True True Rural 84.60 27.0 smokes True True No No
1501 Female 40.00 True True Rural 158.93 31.3 smokes True True Yes Yes
1502 Female 39.00 True True Rural 69.38 22.1 Unknown True True No No
1503 Female 42.00 True True Urban 72.00 34.4 never smoked True True Yes Yes
1504 Female 73.00 True True Rural 98.34 30.9 Unknown True True Yes Yes
1505 Female 62.00 True True Rural 82.57 27.5 Unknown True True No No
1506 Female 62.00 True True Urban 124.37 28.3 never smoked True True No No
1507 Female 51.00 True True Urban 100.96 33.4 never smoked True True Yes Yes
1508 Female 57.00 True True Urban 59.85 41.5 never smoked True True Yes Yes
1509 Female 8.00 True True Rural 104.75 17.1 Unknown True True No No
1510 Female 69.00 True True Rural 70.98 30.0 Unknown True True Yes Yes
1511 Female 16.00 True True Rural 92.77 24.9 Unknown True True No No
1512 Female 56.00 True True Urban 82.12 32.5 smokes True True Yes Yes
1513 Female 41.00 True True Rural 106.35 26.1 never smoked True True No No
1514 Female 1.24 True True Rural 77.33 19.2 Unknown True True No No
1515 Female 42.00 True True Urban 96.01 38.7 Unknown True True Yes Yes
1516 Female 8.00 True True Rural 87.92 14.1 Unknown True True No No
1517 Female 63.00 True True Rural 60.22 29.2 never smoked True True No No
1518 Female 13.00 True True Urban 75.78 23.6 Unknown True True No No
1519 Female 20.00 True True Rural 102.42 18.6 never smoked True True No No
1520 Female 71.00 True True Rural 98.45 29.7 Unknown True True No No
1521 Female 50.00 True True Urban 93.51 30.9 smokes True True Yes Yes
1522 Female 76.00 True True Rural 113.68 22.8 Unknown True True No No
1523 Female 41.00 True True Rural 97.41 25.5 never smoked True True No No
1524 Female 78.00 True True Rural 81.68 23.0 Unknown True True No No
1525 Female 43.00 True True Rural 142.12 28.4 smokes True True No No
1526 Female 49.00 True True Urban 125.30 29.7 formerly smoked True True No No
1527 Female 41.00 True True Urban 78.74 42.3 smokes True True Yes Yes
1528 Female 44.00 True True Rural 115.99 20.9 never smoked True True No No
1529 Female 57.00 True True Rural 93.85 29.1 never smoked True True No No
1530 Female 16.00 True True Urban 136.23 22.6 Unknown True True No No
1531 Female 35.00 True True Rural 56.12 24.2 smokes True True No No
1532 Female 5.00 True True Rural 93.03 16.3 Unknown True True No No
1533 Female 50.00 True True Urban 85.77 21.1 never smoked True True No No
1534 Female 43.00 True True Rural 88.23 37.6 Unknown True True Yes Yes
1535 Female 27.00 True True Urban 73.65 24.8 Unknown True True No No
1536 Female 8.00 True True Rural 92.65 17.5 Unknown True True No No
1537 Female 23.00 True True Rural 102.88 38.9 Unknown True True Yes Yes
1538 Female 37.00 True True Rural 67.07 27.4 never smoked True True No No
1539 Female 26.00 True True Urban 123.81 39.0 never smoked True True Yes Yes
1540 Female 58.00 True True Rural 73.36 36.6 formerly smoked True True Yes Yes
1541 Female 79.00 True True Urban 74.35 28.5 formerly smoked True True No No
1542 Female 40.00 True True Rural 83.30 32.0 smokes True True Yes Yes
1543 Female 24.00 True True Urban 85.07 22.5 Unknown True True No No
1544 Female 82.00 True True Urban 79.96 27.0 formerly smoked True True No No
1545 Female 81.00 True True Urban 82.86 25.0 never smoked True True No No
1546 Female 79.00 True True Rural 201.38 31.1 never smoked True True Yes Yes
1547 Female 62.00 True True Urban 91.82 19.6 Unknown True True No No
1548 Female 60.00 True True Urban 99.23 48.0 formerly smoked True True Yes Yes
1549 Female 70.00 True True Rural 103.89 30.0 never smoked True True Yes Yes
1550 Female 17.00 True True Urban 87.39 24.6 Unknown True True No No
1551 Female 56.00 True True Urban 89.53 23.1 Unknown True True No No
1552 Female 3.00 True True Urban 66.61 17.4 Unknown True True No No
1553 Female 44.00 True True Rural 97.27 26.0 never smoked True True No No
1554 Female 56.00 True True Urban 94.19 25.7 never smoked True True No No
1555 Female 31.00 True True Urban 82.18 42.7 never smoked True True Yes Yes
1556 Female 23.00 True True Urban 86.11 22.3 never smoked True True No No
1557 Female 16.00 True True Urban 122.26 34.2 never smoked True True Yes Yes
1558 Female 26.00 True True Rural 78.16 20.1 never smoked True True No No
1559 Female 44.00 True True Rural 105.77 36.8 never smoked True True Yes Yes
1560 Female 23.00 True True Urban 77.53 33.9 formerly smoked True True Yes Yes
1561 Female 38.00 True True Urban 77.35 27.7 never smoked True True No No
1562 Female 63.00 True True Rural 239.95 32.2 smokes True True Yes Yes
1563 Female 41.00 True True Urban 71.06 23.4 never smoked True True No No
1564 Female 34.00 True True Urban 60.36 24.1 never smoked True True No No
1565 Female 35.00 True True Urban 65.33 26.1 never smoked True True No No
1566 Female 33.00 True True Rural 106.08 32.5 formerly smoked True True Yes Yes
1567 Female 37.00 True True Urban 60.05 24.1 Unknown True True No No
1568 Female 50.00 True True Rural 114.05 32.5 never smoked True True Yes Yes
1569 Female 76.00 True True Urban 202.21 39.3 formerly smoked True True Yes Yes
1570 Female 72.00 True True Rural 57.28 23.9 never smoked True True No No
1571 Female 73.00 True True Urban 67.38 32.8 formerly smoked True True Yes Yes
1572 Female 29.00 True True Rural 73.58 29.8 Unknown True True No No
1573 Female 27.00 True True Rural 80.22 21.6 never smoked True True No No
1574 Female 36.00 True True Rural 103.76 27.1 never smoked True True No No
1575 Female 61.00 True True Urban 77.06 27.0 never smoked True True No No
1576 Female 9.00 True True Rural 90.22 18.7 Unknown True True No No
1577 Female 25.00 True True Urban 181.30 35.8 never smoked True True Yes Yes
1578 Female 68.00 True True Rural 85.29 27.1 formerly smoked True True No No
1579 Female 26.00 True True Urban 107.59 33.1 smokes True True Yes Yes
1580 Female 17.00 True True Urban 87.72 25.9 smokes True True No No
1581 Female 18.00 True True Urban 70.54 23.5 Unknown True True No No
1582 Female 5.00 True True Rural 59.78 15.9 Unknown True True No No
1583 Female 32.00 True True Rural 147.04 35.7 Unknown True True Yes Yes
1584 Female 70.00 True True Rural 154.60 28.5 formerly smoked True True No No
1585 Female 51.00 True True Urban 95.98 40.1 smokes True True Yes Yes
1586 Female 39.00 True True Rural 102.51 26.6 smokes True True No No
1587 Female 34.00 True True Rural 78.12 32.0 Unknown True True Yes Yes
1588 Female 54.00 True True Rural 97.61 32.1 smokes True True Yes Yes
1589 Female 22.00 True True Urban 113.11 19.8 Unknown True True No No
1590 Female 21.00 True True Rural 71.06 25.3 formerly smoked True True No No
1591 Female 4.00 True True Rural 104.95 28.8 Unknown True True No No
1592 Female 26.00 True True Urban 81.94 26.0 smokes True True No No
1593 Female 33.00 True True Rural 114.16 43.3 never smoked True True Yes Yes
1594 Female 75.00 True True Urban 73.89 20.9 Unknown True True No No
1595 Female 82.00 True True Urban 107.21 27.0 formerly smoked True True No No
1596 Female 61.00 True True Rural 99.35 26.1 smokes True True No No
1597 Female 62.00 True True Rural 203.57 29.1 Unknown True True No No
1598 Female 31.00 True True Rural 69.26 21.8 formerly smoked True True No No
1599 Female 76.00 True True Rural 86.09 28.1 never smoked True True No No
1600 Female 15.00 True True Urban 76.77 21.7 Unknown True True No No
1601 Female 47.00 True True Rural 65.01 21.7 formerly smoked True True No No
1602 Female 47.00 True True Urban 74.63 45.3 never smoked True True Yes Yes
1603 Female 60.00 True True Rural 230.78 40.2 never smoked True True Yes Yes
1604 Female 47.00 True True Urban 68.48 21.3 never smoked True True No No
1605 Female 35.00 True True Urban 80.76 28.8 smokes True True No No
1606 Female 57.00 True True Rural 95.36 32.4 formerly smoked True True Yes Yes
1607 Female 35.00 True True Rural 74.53 24.6 never smoked True True No No
1608 Female 10.00 True True Rural 93.29 20.6 Unknown True True No No
1609 Female 44.00 True True Urban 121.46 40.4 Unknown True True Yes Yes
1610 Female 41.00 True True Rural 216.71 36.2 never smoked True True Yes Yes
1611 Female 7.00 True True Rural 74.96 18.8 Unknown True True No No
1612 Female 60.00 True True Rural 91.82 28.3 formerly smoked True True No No
1613 Female 49.00 True True Urban 56.37 39.4 smokes True True Yes Yes
1614 Female 45.00 True True Rural 149.15 33.5 Unknown True True Yes Yes
1615 Female 55.00 True True Urban 202.67 40.4 formerly smoked True True Yes Yes
1616 Female 54.00 True True Rural 65.38 25.9 Unknown True True No No
1617 Female 39.00 True True Urban 90.31 27.6 smokes True True No No
1618 Female 28.00 True True Rural 73.39 30.8 Unknown True True Yes Yes
1619 Female 70.00 True True Urban 147.12 22.3 formerly smoked True True No No
1620 Female 26.00 True True Urban 84.69 25.0 never smoked True True No No
1621 Female 57.00 True True Rural 87.10 48.3 smokes True True Yes Yes
1622 Female 16.00 True True Rural 81.92 22.7 Unknown True True No No
1623 Female 36.00 True True Rural 67.29 36.7 formerly smoked True True Yes Yes
1624 Female 40.00 True True Urban 124.48 38.5 Unknown True True Yes Yes
1625 Female 78.00 True True Urban 93.15 23.6 Unknown True True No No
1626 Female 22.00 True True Urban 64.87 20.6 Unknown True True No No
1627 Female 20.00 True True Urban 92.44 33.4 never smoked True True Yes Yes
1628 Female 23.00 True True Urban 105.28 27.1 formerly smoked True True No No
1629 Female 28.00 True True Rural 131.80 30.3 never smoked True True Yes Yes
1630 Female 6.00 True True Rural 66.33 18.6 Unknown True True No No
1631 Female 37.00 True True Rural 101.07 26.4 Unknown True True No No
1632 Female 10.00 True True Rural 83.37 17.8 formerly smoked True True No No
1633 Female 34.00 True True Urban 79.80 37.4 smokes True True Yes Yes
1634 Female 60.00 True True Rural 103.17 32.1 formerly smoked True True Yes Yes
1635 Female 22.00 True True Urban 62.52 38.2 never smoked True True Yes Yes
1636 Female 52.00 True True Urban 110.36 39.1 formerly smoked True True Yes Yes
1637 Female 10.00 True True Rural 84.86 28.6 never smoked True True No No
1638 Female 29.00 True True Rural 102.07 31.8 never smoked True True Yes Yes
1639 Female 69.00 True True Urban 202.38 34.6 Unknown True True Yes Yes
1640 Female 62.00 True True Urban 67.07 24.5 never smoked True True No No
1641 Female 79.00 True True Urban 77.59 33.0 never smoked True True Yes Yes
1642 Female 41.00 True True Rural 65.40 36.9 formerly smoked True True Yes Yes
1643 Female 8.00 True True Urban 72.81 18.2 Unknown True True No No
1644 Female 24.00 True True Urban 149.17 23.1 never smoked True True No No
1645 Female 61.00 True True Urban 125.74 32.6 Unknown True True Yes Yes
1646 Female 40.00 True True Urban 90.21 41.2 never smoked True True Yes Yes
1647 Female 22.00 True True Urban 139.48 28.6 formerly smoked True True No No
1648 Female 80.00 True True Urban 90.77 26.0 never smoked True True No No
1649 Female 60.00 True True Urban 220.24 36.8 never smoked True True Yes Yes
1650 Female 57.00 True True Rural 81.42 35.8 never smoked True True Yes Yes
1651 Female 55.00 True True Urban 102.36 24.2 never smoked True True No No
1652 Female 39.00 True True Urban 82.85 22.9 smokes True True No No
1653 Female 51.00 True True Urban 102.11 23.1 never smoked True True No No
1654 Female 32.00 True True Rural 71.80 26.5 never smoked True True No No
1655 Female 45.00 True True Urban 88.47 29.3 never smoked True True No No
1656 Female 49.00 True True Urban 67.68 24.8 formerly smoked True True No No
1657 Female 74.00 True True Rural 83.58 18.2 never smoked True True No No
1658 Female 72.00 True True Rural 104.04 34.7 formerly smoked True True Yes Yes
1659 Female 57.00 True True Rural 69.40 24.0 Unknown True True No No
1660 Female 55.00 True True Rural 112.46 27.3 never smoked True True No No
1661 Female 6.00 True True Urban 107.40 17.7 Unknown True True No No
1662 Female 76.00 True True Urban 267.61 27.9 smokes True True No No
1663 Female 38.00 True True Rural 109.46 41.5 never smoked True True Yes Yes
1664 Female 50.00 True True Rural 120.05 27.4 Unknown True True No No
1665 Female 75.00 True True Rural 106.33 27.8 Unknown True True No No
1666 Female 1.16 True True Urban 97.28 17.8 Unknown True True No No
1667 Female 13.00 True True Urban 76.55 29.1 Unknown True True No No
1668 Female 63.00 True True Rural 91.36 38.8 formerly smoked True True Yes Yes
1669 Female 29.00 True True Rural 79.27 29.0 smokes True True No No
1670 Female 49.00 True True Urban 105.99 29.8 never smoked True True No No
1671 Female 61.00 True True Urban 115.42 16.7 smokes True True No No
1672 Female 52.00 True True Rural 71.93 34.1 Unknown True True Yes Yes
1673 Female 43.00 True True Urban 104.55 23.9 smokes True True No No
1674 Female 4.00 True True Urban 71.25 18.8 Unknown True True No No
1675 Female 45.00 True True Urban 82.02 41.8 smokes True True Yes Yes
1676 Female 62.00 True True Urban 78.02 36.4 never smoked True True Yes Yes
1677 Female 72.00 True True Urban 65.12 28.3 never smoked True True No No
1678 Female 9.00 True True Rural 80.55 15.1 Unknown True True No No
1679 Female 31.00 True True Urban 88.20 22.7 never smoked True True No No
1680 Female 20.00 True True Rural 147.42 26.6 Unknown True True No No
1681 Female 23.00 True True Rural 91.95 23.0 Unknown True True No No
1682 Female 57.00 True True Rural 63.72 35.8 smokes True True Yes Yes
1683 Female 64.00 True True Urban 55.64 43.4 never smoked True True Yes Yes
1684 Female 26.00 True True Urban 88.88 36.3 never smoked True True Yes Yes
1685 Female 66.00 True True Rural 59.62 32.4 never smoked True True Yes Yes
1686 Female 77.00 True True Rural 176.71 33.2 never smoked True True Yes Yes
1687 Female 16.00 True True Urban 87.16 28.2 never smoked True True No No
1688 Female 73.00 True True Rural 102.46 29.7 never smoked True True No No
1689 Female 54.00 True True Rural 81.26 26.5 Unknown True True No No
1690 Female 42.00 True True Rural 157.67 22.7 formerly smoked True True No No
1691 Female 52.00 True True Urban 89.59 27.5 Unknown True True No No
1692 Female 28.00 True True Rural 71.97 27.2 never smoked True True No No
1693 Female 79.00 True True Rural 82.07 30.4 Unknown True True Yes Yes
1694 Female 75.00 True True Rural 207.62 31.8 never smoked True True Yes Yes
1695 Female 48.00 True True Urban 116.20 27.6 formerly smoked True True No No
1696 Female 56.00 True True Urban 112.62 24.8 never smoked True True No No
1697 Female 55.00 True True Urban 84.37 22.2 Unknown True True No No
1698 Female 65.00 True True Rural 82.83 27.8 formerly smoked True True No No
1699 Female 69.00 True True Urban 102.48 30.2 formerly smoked True True Yes Yes
1700 Female 29.00 True True Rural 69.12 26.8 never smoked True True No No
1701 Female 64.00 True True Urban 211.12 22.0 never smoked True True No No
1702 Female 16.00 True True Rural 95.38 34.3 formerly smoked True True Yes Yes
1703 Female 75.00 True True Rural 108.72 29.2 formerly smoked True True No No
1704 Female 17.00 True True Rural 88.65 30.3 never smoked True True Yes Yes
1705 Female 82.00 True True Rural 80.96 33.7 formerly smoked True True Yes Yes
1706 Female 33.00 True True Urban 70.59 20.2 Unknown True True No No
1707 Female 57.00 True True Rural 98.57 31.6 never smoked True True Yes Yes
1708 Female 52.00 True True Urban 68.88 26.1 Unknown True True No No
1709 Female 3.00 True True Urban 66.25 15.8 Unknown True True No No
1710 Female 33.00 True True Rural 73.20 28.9 Unknown True True No No
1711 Female 24.00 True True Urban 104.86 19.8 never smoked True True No No
1712 Female 72.00 True True Rural 90.87 22.1 never smoked True True No No
1713 Female 37.00 True True Rural 76.21 20.4 Unknown True True No No
1714 Female 36.00 True True Rural 74.14 31.2 formerly smoked True True Yes Yes
1715 Female 22.00 True True Urban 87.25 24.9 smokes True True No No
1716 Female 68.00 True True Rural 215.33 27.0 formerly smoked True True No No
1717 Female 35.00 True True Rural 104.40 24.4 never smoked True True No No
1718 Female 32.00 True True Urban 104.92 22.6 never smoked True True No No
1719 Female 52.00 True True Urban 106.54 22.4 never smoked True True No No
1720 Female 82.00 True True Rural 61.47 22.9 never smoked True True No No
1721 Female 57.00 True True Urban 90.77 43.9 formerly smoked True True Yes Yes
1722 Female 63.00 True True Urban 228.20 37.7 never smoked True True Yes Yes
1723 Female 50.00 True True Urban 92.15 20.8 never smoked True True No No
1724 Female 12.00 True True Urban 126.32 21.6 Unknown True True No No
1725 Female 74.00 True True Urban 89.52 39.2 Unknown True True Yes Yes
1726 Female 66.00 True True Urban 80.10 32.0 never smoked True True Yes Yes
1727 Female 70.00 True True Urban 90.49 28.9 formerly smoked True True No No
1728 Female 62.00 True True Urban 92.99 29.3 formerly smoked True True No No
1729 Female 42.00 True True Urban 83.70 20.6 never smoked True True No No
1730 Female 49.00 True True Rural 63.16 23.3 formerly smoked True True No No
1731 Female 61.00 True True Urban 87.52 23.7 Unknown True True No No
1732 Female 73.00 True True Rural 65.93 30.3 never smoked True True Yes Yes
1733 Female 64.00 True True Urban 93.78 24.4 never smoked True True No No
1734 Female 81.00 True True Urban 77.54 33.8 Unknown True True Yes Yes
1735 Female 47.00 True True Urban 93.18 42.6 formerly smoked True True Yes Yes
1736 Female 2.00 True True Urban 125.03 19.8 Unknown True True No No
1737 Female 26.00 True True Rural 85.27 24.6 never smoked True True No No
1738 Female 45.00 True True Urban 86.06 38.1 never smoked True True Yes Yes
1739 Female 57.00 True True Urban 104.36 19.2 smokes True True No No
1740 Female 78.00 True True Urban 78.29 30.1 formerly smoked True True Yes Yes
1741 Female 51.00 True True Rural 105.52 30.8 never smoked True True Yes Yes
1742 Female 54.00 True True Rural 109.27 43.8 formerly smoked True True Yes Yes
1743 Female 36.00 True True Urban 91.34 29.9 never smoked True True No No
1744 Female 25.00 True True Rural 67.73 22.6 never smoked True True No No
1745 Female 7.00 True True Rural 73.27 19.5 Unknown True True No No
1746 Female 76.00 True True Rural 70.29 33.4 formerly smoked True True Yes Yes
1747 Female 45.00 True True Rural 91.47 24.2 Unknown True True No No
1748 Female 45.00 True True Rural 73.87 25.6 Unknown True True No No
1749 Female 79.00 True True Rural 64.44 26.9 formerly smoked True True No No
1750 Female 25.00 True True Rural 111.65 35.2 formerly smoked True True Yes Yes
1751 Female 53.00 True True Rural 90.65 22.1 formerly smoked True True No No
1752 Female 35.00 True True Urban 94.20 34.4 smokes True True Yes Yes
1753 Female 78.00 True True Urban 56.95 26.0 Unknown True True No No
1754 Female 32.00 True True Rural 92.37 26.9 never smoked True True No No
1755 Female 26.00 True True Rural 191.78 24.7 Unknown True True No No
1756 Female 34.00 True True Rural 86.36 32.1 smokes True True Yes Yes
1757 Female 65.00 True True Urban 82.72 29.8 smokes True True No No
1758 Female 15.00 True True Urban 113.57 27.5 formerly smoked True True No No
1759 Female 17.00 True True Urban 89.58 22.8 Unknown True True No No
1760 Female 71.00 True True Rural 91.85 27.6 formerly smoked True True No No
1761 Female 42.00 True True Urban 88.89 33.0 never smoked True True Yes Yes
1762 Female 75.00 True True Urban 108.62 25.1 Unknown True True No No
1763 Female 75.00 True True Rural 91.85 21.4 formerly smoked True True No No
1764 Female 61.00 True True Rural 72.01 26.0 formerly smoked True True No No
1765 Female 27.00 True True Urban 70.56 28.6 smokes True True No No
1766 Female 55.00 True True Urban 71.02 21.2 never smoked True True No No
1767 Female 2.00 True True Rural 99.75 16.0 Unknown True True No No
1768 Female 51.00 True True Urban 127.20 22.7 never smoked True True No No
1769 Female 45.00 True True Rural 69.76 25.3 smokes True True No No
1770 Female 48.00 True True Rural 73.56 27.1 smokes True True No No
1771 Female 79.00 True True Urban 57.77 24.1 formerly smoked True True No No
1772 Female 50.00 True True Urban 151.25 31.5 never smoked True True Yes Yes
1773 Female 79.00 True True Urban 78.32 32.0 Unknown True True Yes Yes
1774 Female 36.00 True True Urban 84.70 34.0 never smoked True True Yes Yes
1775 Female 27.00 True True Urban 127.28 23.4 Unknown True True No No
1776 Female 22.00 True True Rural 80.72 29.3 Unknown True True No No
1777 Female 5.00 True True Rural 73.92 17.2 Unknown True True No No
1778 Female 26.00 True True Rural 69.77 23.2 never smoked True True No No
1779 Female 33.00 True True Rural 84.13 26.3 never smoked True True No No
1780 Female 44.00 True True Rural 86.15 21.3 never smoked True True No No
1781 Female 56.00 True True Rural 163.02 29.6 never smoked True True No No
1782 Female 67.00 True True Urban 110.41 28.7 never smoked True True No No
1783 Female 68.00 True True Urban 109.23 31.3 never smoked True True Yes Yes
1784 Female 37.00 True True Urban 75.98 33.8 Unknown True True Yes Yes
1785 Female 5.00 True True Rural 57.80 17.6 Unknown True True No No
1786 Female 25.00 True True Urban 76.44 48.3 Unknown True True Yes Yes
1787 Female 2.00 True True Urban 114.02 18.1 Unknown True True No No
1788 Female 1.48 True True Rural 55.59 17.9 Unknown True True No No
1789 Female 49.00 True True Rural 73.48 33.0 never smoked True True Yes Yes
1790 Female 2.00 True True Urban 105.05 20.4 Unknown True True No No
1791 Female 82.00 True True Urban 84.78 33.6 formerly smoked True True Yes Yes
1792 Female 81.00 True True Rural 164.77 34.5 never smoked True True Yes Yes
1793 Female 58.00 True True Urban 83.93 25.6 formerly smoked True True No No
1794 Female 8.00 True True Rural 98.90 18.8 Unknown True True No No
1795 Female 9.00 True True Urban 82.64 14.5 Unknown True True No No
1796 Female 34.00 True True Rural 112.54 23.4 formerly smoked True True No No
1797 Female 23.00 True True Rural 75.25 39.7 formerly smoked True True Yes Yes
1798 Female 74.00 True True Urban 204.77 40.8 never smoked True True Yes Yes
1799 Female 56.00 True True Urban 80.08 25.6 never smoked True True No No
1800 Female 41.00 True True Rural 93.67 35.9 Unknown True True Yes Yes
1801 Female 50.00 True True Rural 87.15 32.1 never smoked True True Yes Yes
1802 Female 41.00 True True Urban 80.72 34.1 smokes True True Yes Yes
1803 Female 62.00 True True Rural 98.14 42.0 Unknown True True Yes Yes
1804 Female 59.00 True True Rural 134.24 28.8 Unknown True True No No
1805 Female 72.00 True True Rural 124.38 23.4 formerly smoked True True No No
1806 Female 45.00 True True Rural 92.21 31.0 never smoked True True Yes Yes
1807 Female 19.00 True True Urban 79.25 23.6 Unknown True True No No
1808 Female 58.00 True True Urban 194.53 39.5 never smoked True True Yes Yes
1809 Female 20.00 True True Urban 115.69 29.2 never smoked True True No No
1810 Female 23.00 True True Urban 59.07 21.6 never smoked True True No No
1811 Female 39.00 True True Rural 85.59 33.2 Unknown True True Yes Yes
1812 Female 22.00 True True Urban 89.06 27.7 never smoked True True No No
1813 Female 65.00 True True Urban 79.39 31.5 formerly smoked True True Yes Yes
1814 Female 8.00 True True Rural 67.84 24.0 Unknown True True No No
1815 Female 51.00 True True Rural 81.73 27.4 never smoked True True No No
1816 Female 48.00 True True Rural 77.55 26.2 Unknown True True No No
1817 Female 17.00 True True Urban 127.42 22.4 Unknown True True No No
1818 Female 75.00 True True Rural 226.73 43.7 never smoked True True Yes Yes
1819 Female 51.00 True True Urban 89.74 28.4 never smoked True True No No
1820 Female 41.00 True True Urban 74.85 24.8 formerly smoked True True No No
1821 Female 75.00 True True Urban 55.96 34.8 never smoked True True Yes Yes
1822 Female 72.00 True True Urban 104.05 33.5 never smoked True True Yes Yes
1823 Female 52.00 True True Urban 62.54 35.0 smokes True True Yes Yes
1824 Female 28.00 True True Urban 76.81 28.3 smokes True True No No
1825 Female 78.00 True True Rural 198.12 29.1 never smoked True True No No
1826 Female 82.00 True True Rural 78.00 31.3 formerly smoked True True Yes Yes
1827 Female 31.00 True True Rural 75.82 29.1 never smoked True True No No
1828 Female 53.00 True True Urban 240.86 31.9 never smoked True True Yes Yes
1829 Female 67.00 True True Rural 263.56 26.3 never smoked True True No No
1830 Female 17.00 True True Urban 81.13 22.8 never smoked True True No No
1831 Female 29.00 True True Urban 118.44 24.8 never smoked True True No No
1832 Female 56.00 True True Rural 97.37 34.1 smokes True True Yes Yes
1833 Female 15.00 True True Urban 80.51 21.5 Unknown True True No No
1834 Female 29.00 True True Rural 78.88 26.1 never smoked True True No No
1835 Female 79.00 True True Rural 83.61 21.4 smokes True True No No
1836 Female 82.00 True True Urban 73.19 33.5 never smoked True True Yes Yes
1837 Female 36.00 True True Urban 96.70 31.4 Unknown True True Yes Yes
1838 Female 60.00 True True Urban 73.04 25.3 never smoked True True No No
1839 Female 63.00 True True Rural 85.81 35.6 never smoked True True Yes Yes
1840 Female 26.00 True True Rural 88.79 24.9 never smoked True True No No
1841 Female 18.00 True True Rural 107.82 26.0 never smoked True True No No
1842 Female 47.00 True True Urban 77.91 30.3 formerly smoked True True Yes Yes
1843 Female 80.00 True True Rural 103.60 23.7 never smoked True True No No
1844 Female 24.00 True True Rural 159.70 25.7 Unknown True True No No
1845 Female 72.00 True True Rural 118.22 21.9 formerly smoked True True No No
1846 Female 51.00 True True Rural 85.59 30.5 never smoked True True Yes Yes
1847 Female 82.00 True True Rural 84.42 25.7 Unknown True True No No
1848 Female 15.00 True True Rural 79.20 22.4 never smoked True True No No
1849 Female 53.00 True True Urban 207.71 32.4 Unknown True True Yes Yes
1850 Female 78.00 True True Rural 99.84 36.6 never smoked True True Yes Yes
1851 Female 62.00 True True Rural 98.05 27.9 never smoked True True No No
1852 Female 41.00 True True Urban 146.21 34.3 Unknown True True Yes Yes
1853 Female 78.00 True True Urban 79.94 26.7 never smoked True True No No
1854 Female 1.48 True True Rural 123.10 20.6 Unknown True True No No
1855 Female 59.00 True True Urban 90.06 28.9 smokes True True No No
1856 Female 40.00 True True Urban 64.66 25.0 formerly smoked True True No No
1857 Female 41.00 True True Urban 103.79 28.6 never smoked True True No No
1858 Female 21.00 True True Urban 88.51 20.5 never smoked True True No No
1859 Female 1.88 True True Rural 97.26 16.7 Unknown True True No No
1860 Female 67.00 True True Rural 102.89 26.4 never smoked True True No No
1861 Female 42.00 True True Rural 80.00 27.5 never smoked True True No No
1862 Female 54.00 True True Urban 56.75 26.9 never smoked True True No No
1863 Female 25.00 True True Urban 104.66 23.9 never smoked True True No No
1864 Female 72.00 True True Urban 105.51 32.7 never smoked True True Yes Yes
1865 Female 14.00 True True Urban 83.42 28.7 never smoked True True No No
1866 Female 38.00 True True Urban 71.06 22.6 Unknown True True No No
1867 Female 23.00 True True Urban 91.19 28.3 never smoked True True No No
1868 Female 63.00 True True Urban 174.43 24.3 never smoked True True No No
1869 Female 8.00 True True Urban 62.69 28.7 Unknown True True No No
1870 Female 28.00 True True Rural 141.16 36.7 never smoked True True Yes Yes
1871 Female 49.00 True True Rural 89.61 27.7 never smoked True True No No
1872 Female 24.00 True True Rural 76.42 24.8 smokes True True No No
1873 Female 69.00 True True Urban 111.81 26.1 formerly smoked True True No No
1874 Female 58.00 True True Rural 57.57 26.8 Unknown True True No No
1875 Female 34.00 True True Urban 91.02 25.8 never smoked True True No No
1876 Female 64.00 True True Rural 65.46 32.5 formerly smoked True True Yes Yes
1877 Female 61.00 True True Rural 79.89 24.5 smokes True True No No
1878 Female 57.00 True True Urban 231.31 32.3 never smoked True True Yes Yes
1879 Female 57.00 True True Rural 87.18 20.0 formerly smoked True True No No
1880 Female 38.00 True True Rural 78.94 23.5 Unknown True True No No
1881 Female 13.00 True True Rural 69.01 23.4 Unknown True True No No
1882 Female 37.00 True True Rural 110.28 22.3 never smoked True True No No
1883 Female 13.00 True True Urban 62.57 20.9 Unknown True True No No
1884 Female 11.00 True True Urban 107.18 27.6 Unknown True True No No
1885 Female 68.00 True True Rural 233.59 43.9 never smoked True True Yes Yes
1886 Female 24.00 True True Rural 97.95 34.7 Unknown True True Yes Yes
1887 Female 44.00 True True Rural 58.19 37.1 Unknown True True Yes Yes
1888 Female 46.00 True True Rural 70.11 24.2 never smoked True True No No
1889 Female 66.00 True True Urban 112.77 22.7 smokes True True No No
1890 Female 61.00 True True Urban 75.46 29.3 formerly smoked True True No No
1891 Female 16.00 True True Urban 63.63 20.0 smokes True True No No
1892 Female 37.00 True True Urban 100.22 22.7 smokes True True No No
1893 Female 43.00 True True Rural 81.77 25.4 never smoked True True No No
1894 Female 27.00 True True Rural 94.25 37.6 never smoked True True Yes Yes
1895 Female 77.00 True True Urban 151.23 24.9 never smoked True True No No
1896 Female 35.00 True True Urban 205.97 26.6 formerly smoked True True No No
1897 Female 48.00 True True Rural 71.93 41.7 never smoked True True Yes Yes
1898 Female 15.00 True True Urban 190.89 22.0 never smoked True True No No
1899 Female 26.00 True True Urban 138.02 20.3 smokes True True No No
1900 Female 38.00 True True Rural 66.16 42.7 Unknown True True Yes Yes
1901 Female 55.00 True True Urban 102.10 22.5 formerly smoked True True No No
1902 Female 21.00 True True Rural 78.32 27.0 Unknown True True No No
1903 Female 24.00 True True Rural 130.00 25.9 formerly smoked True True No No
1904 Female 51.00 True True Rural 97.25 21.5 never smoked True True No No
1905 Female 46.00 True True Urban 162.24 24.3 smokes True True No No
1906 Female 79.00 True True Urban 74.36 39.2 Unknown True True Yes Yes
1907 Female 11.00 True True Urban 69.68 14.4 Unknown True True No No
1908 Female 61.00 True True Urban 98.35 26.6 never smoked True True No No
1909 Female 21.00 True True Rural 85.86 35.4 Unknown True True Yes Yes
1910 Female 71.00 True True Urban 80.34 29.2 never smoked True True No No
1911 Female 13.00 True True Rural 73.76 26.7 Unknown True True No No
1912 Female 61.00 True True Urban 108.18 19.1 never smoked True True No No
1913 Female 49.00 True True Rural 85.23 25.4 Unknown True True No No
1914 Female 44.00 True True Rural 100.08 20.9 smokes True True No No
1915 Female 20.00 True True Rural 84.07 27.6 smokes True True No No
1916 Female 44.00 True True Urban 82.33 24.5 never smoked True True No No
1917 Female 23.00 True True Urban 64.94 18.8 never smoked True True No No
1918 Female 7.00 True True Urban 98.22 34.0 Unknown True True Yes Yes
1919 Female 74.00 True True Urban 83.50 25.8 never smoked True True No No
1920 Female 80.00 True True Urban 125.89 28.9 smokes True True No No
1921 Female 35.00 True True Urban 87.72 21.3 never smoked True True No No
1922 Female 43.00 True True Rural 68.94 26.8 never smoked True True No No
1923 Female 45.00 True True Rural 87.47 21.5 never smoked True True No No
1924 Female 67.00 True True Rural 81.68 30.4 never smoked True True Yes Yes
1925 Female 1.32 True True Rural 110.17 20.3 Unknown True True No No
1926 Female 55.00 True True Urban 199.38 39.0 Unknown True True Yes Yes
1927 Female 40.00 True True Urban 65.77 31.2 never smoked True True Yes Yes
1928 Female 33.00 True True Urban 75.67 44.7 never smoked True True Yes Yes
1929 Female 74.00 True True Rural 95.94 27.0 never smoked True True No No
1930 Female 5.00 True True Rural 92.00 17.9 Unknown True True No No
1931 Female 27.00 True True Urban 79.21 19.5 Unknown True True No No
1932 Female 20.00 True True Urban 98.55 21.3 never smoked True True No No
1933 Female 71.00 True True Rural 202.98 41.3 never smoked True True Yes Yes
1934 Female 65.00 True True Urban 60.70 31.3 never smoked True True Yes Yes
1935 Female 25.00 True True Rural 79.94 36.6 Unknown True True Yes Yes
1936 Female 50.00 True True Urban 69.92 18.7 formerly smoked True True No No
1937 Female 1.24 True True Rural 136.96 15.2 Unknown True True No No
1938 Female 55.00 True True Rural 95.32 26.8 never smoked True True No No
1939 Female 38.00 True True Rural 107.78 25.1 never smoked True True No No
1940 Female 72.00 True True Urban 198.32 31.3 formerly smoked True True Yes Yes
1941 Female 69.00 True True Rural 112.69 33.5 formerly smoked True True Yes Yes
1942 Female 61.00 True True Urban 60.61 24.5 never smoked True True No No
1943 Female 34.00 True True Urban 79.77 33.6 never smoked True True Yes Yes
1944 Female 43.00 True True Urban 87.41 39.7 formerly smoked True True Yes Yes
1945 Female 62.00 True True Rural 226.38 47.4 never smoked True True Yes Yes
1946 Female 37.00 True True Urban 69.42 33.0 never smoked True True Yes Yes
1947 Female 64.00 True True Urban 77.68 31.4 never smoked True True Yes Yes
1948 Female 75.00 True True Rural 219.82 29.5 formerly smoked True True No No
1949 Female 27.00 True True Urban 82.05 21.0 Unknown True True No No
1950 Female 49.00 True True Rural 104.08 26.6 never smoked True True No No
1951 Female 36.00 True True Rural 71.32 43.9 smokes True True Yes Yes
1952 Female 64.00 True True Rural 78.45 27.0 formerly smoked True True No No
1953 Female 15.00 True True Urban 87.29 29.4 Unknown True True No No
1954 Female 1.64 True True Rural 82.49 15.1 Unknown True True No No
1955 Female 76.00 True True Urban 78.70 27.6 formerly smoked True True No No
1956 Female 18.00 True True Urban 104.26 25.9 Unknown True True No No
1957 Female 27.00 True True Rural 111.96 28.2 never smoked True True No No
1958 Female 50.00 True True Urban 112.44 31.5 Unknown True True Yes Yes
1959 Female 53.00 True True Rural 216.88 31.4 smokes True True Yes Yes
1960 Female 73.00 True True Urban 110.38 26.3 never smoked True True No No
1961 Female 62.00 True True Urban 56.74 28.9 never smoked True True No No
1962 Female 78.00 True True Rural 68.35 31.4 Unknown True True Yes Yes
1963 Female 51.00 True True Urban 83.52 34.3 Unknown True True Yes Yes
1964 Female 40.00 True True Rural 81.59 27.2 never smoked True True No No
1965 Female 35.00 True True Rural 123.83 23.8 never smoked True True No No
1966 Female 46.00 True True Rural 93.20 32.6 Unknown True True Yes Yes
1967 Female 51.00 True True Rural 85.84 31.8 never smoked True True Yes Yes
1968 Female 53.00 True True Urban 74.64 22.4 Unknown True True No No
1969 Female 43.00 True True Urban 85.03 23.9 formerly smoked True True No No
1970 Female 20.00 True True Urban 66.55 26.9 smokes True True No No
1971 Female 53.00 True True Urban 88.38 25.4 never smoked True True No No
1972 Female 1.32 True True Urban 81.05 18.7 Unknown True True No No
1973 Female 22.00 True True Urban 68.40 37.5 never smoked True True Yes Yes
1974 Female 75.00 True True Urban 96.95 41.4 never smoked True True Yes Yes
1975 Female 66.00 True True Rural 66.24 37.5 never smoked True True Yes Yes
1976 Female 26.00 True True Urban 84.86 37.6 never smoked True True Yes Yes
1977 Female 14.00 True True Rural 118.88 30.5 never smoked True True Yes Yes
1978 Female 32.00 True True Urban 85.91 22.1 Unknown True True No No
1979 Female 42.00 True True Rural 75.34 38.0 never smoked True True Yes Yes
1980 Female 52.00 True True Urban 67.30 36.3 never smoked True True Yes Yes
1981 Female 74.00 True True Rural 72.54 28.4 never smoked True True No No
1982 Female 80.00 True True Urban 89.16 24.0 never smoked True True No No
1983 Female 31.00 True True Rural 108.64 43.3 never smoked True True Yes Yes
1984 Female 28.00 True True Rural 83.66 36.4 never smoked True True Yes Yes
1985 Female 25.00 True True Rural 81.21 37.9 never smoked True True Yes Yes
1986 Female 51.00 True True Rural 92.95 23.9 never smoked True True No No
1987 Female 42.00 True True Rural 82.24 23.8 formerly smoked True True No No
1988 Female 4.00 True True Rural 109.81 17.9 Unknown True True No No
1989 Female 5.00 True True Rural 123.49 19.5 Unknown True True No No
1990 Female 69.00 True True Urban 126.04 35.9 never smoked True True Yes Yes
1991 Female 7.00 True True Rural 89.38 19.0 Unknown True True No No
1992 Female 2.00 True True Urban 82.30 18.8 Unknown True True No No
1993 Female 80.00 True True Urban 218.00 33.5 Unknown True True Yes Yes
1994 Female 69.00 True True Urban 79.70 25.0 never smoked True True No No
1995 Female 75.00 True True Rural 70.22 24.8 formerly smoked True True No No
1996 Female 60.00 True True Rural 83.57 24.5 never smoked True True No No
1997 Female 75.00 True True Urban 60.60 40.4 smokes True True Yes Yes
1998 Female 10.00 True True Urban 97.24 20.2 Unknown True True No No
1999 Female 3.00 True True Urban 92.62 15.4 Unknown True True No No
2000 Female 31.00 True True Urban 90.00 38.6 never smoked True True Yes Yes
2001 Female 59.00 True True Rural 78.28 31.0 formerly smoked True True Yes Yes
2002 Female 31.00 True True Rural 87.81 26.4 smokes True True No No
2003 Female 58.00 True True Rural 196.50 37.7 never smoked True True Yes Yes
2004 Female 57.00 True True Urban 142.31 35.2 smokes True True Yes Yes
2005 Female 40.00 True True Urban 86.10 23.9 Unknown True True No No
2006 Female 55.00 True True Rural 76.70 39.7 formerly smoked True True Yes Yes
2007 Female 39.00 True True Rural 103.12 29.9 formerly smoked True True No No
2008 Female 42.00 True True Urban 84.03 31.4 never smoked True True Yes Yes
2009 Female 8.00 True True Urban 83.55 22.4 Unknown True True No No
2010 Female 1.48 True True Urban 61.53 20.5 Unknown True True No No
2011 Female 1.88 True True Rural 100.74 18.6 Unknown True True No No
2012 Female 69.00 True True Urban 59.31 31.4 smokes True True Yes Yes
2013 Female 13.00 True True Urban 63.22 18.5 formerly smoked True True No No
2014 Female 53.00 True True Urban 209.50 41.8 never smoked True True Yes Yes
2015 Female 16.00 True True Urban 64.51 21.2 Unknown True True No No
2016 Female 7.00 True True Urban 113.95 16.0 Unknown True True No No
2017 Female 54.00 True True Urban 76.05 42.0 Unknown True True Yes Yes
2018 Female 14.00 True True Rural 116.49 30.3 never smoked True True Yes Yes
2019 Female 39.00 True True Urban 55.28 31.5 Unknown True True Yes Yes
2020 Female 69.00 True True Rural 103.73 34.7 never smoked True True Yes Yes
2021 Female 73.00 True True Rural 98.69 27.6 Unknown True True No No
2022 Female 54.00 True True Rural 94.11 28.6 formerly smoked True True No No
2023 Female 26.00 True True Urban 91.35 23.8 never smoked True True No No
2024 Female 41.00 True True Rural 82.48 33.5 Unknown True True Yes Yes
2025 Female 46.00 True True Urban 111.10 23.3 smokes True True No No
2026 Female 29.00 True True Urban 84.19 21.2 never smoked True True No No
2027 Female 21.00 True True Urban 126.35 26.9 never smoked True True No No
2028 Female 56.00 True True Urban 87.50 20.2 formerly smoked True True No No
2029 Female 14.00 True True Rural 77.52 21.9 never smoked True True No No
2030 Female 78.00 True True Rural 133.13 24.2 Unknown True True No No
2031 Female 36.00 True True Urban 96.10 29.6 never smoked True True No No
2032 Female 57.00 True True Urban 108.61 38.1 smokes True True Yes Yes
2033 Female 54.00 True True Urban 75.16 38.0 never smoked True True Yes Yes
2034 Female 62.00 True True Urban 101.19 23.4 never smoked True True No No
2035 Female 28.00 True True Urban 107.74 38.5 never smoked True True Yes Yes
2036 Female 50.00 True True Rural 62.32 21.6 Unknown True True No No
2037 Female 33.00 True True Rural 131.28 25.1 never smoked True True No No
2038 Female 25.00 True True Rural 76.72 21.5 Unknown True True No No
2039 Female 25.00 True True Urban 125.98 21.0 smokes True True No No
2040 Female 37.00 True True Urban 72.09 24.1 smokes True True No No
2041 Female 60.00 True True Rural 145.94 29.2 Unknown True True No No
2042 Female 38.00 True True Rural 93.93 21.5 never smoked True True No No
2043 Female 11.00 True True Urban 76.74 19.1 Unknown True True No No
2044 Female 63.00 True True Urban 83.74 21.4 Unknown True True No No
2045 Female 17.00 True True Rural 68.66 35.1 never smoked True True Yes Yes
2046 Female 19.00 True True Urban 65.79 28.6 smokes True True No No
2047 Female 40.00 True True Urban 176.38 35.7 never smoked True True Yes Yes
2048 Female 69.00 True True Urban 193.45 34.5 never smoked True True Yes Yes
2049 Female 46.00 True True Rural 85.84 21.2 never smoked True True No No
2050 Female 63.00 True True Rural 86.21 39.1 never smoked True True Yes Yes
2051 Female 3.00 True True Rural 75.41 21.9 Unknown True True No No
2052 Female 1.80 True True Rural 95.28 16.5 Unknown True True No No
2053 Female 18.00 True True Urban 95.87 23.0 never smoked True True No No
2054 Female 46.00 True True Urban 180.45 22.5 never smoked True True No No
2055 Female 8.00 True True Urban 95.39 20.4 Unknown True True No No
2056 Female 53.00 True True Rural 60.77 28.7 smokes True True No No
2057 Female 38.00 True True Urban 102.84 22.4 never smoked True True No No
2058 Female 74.00 True True Urban 130.37 26.3 Unknown True True No No
2059 Female 24.00 True True Urban 65.44 23.6 never smoked True True No No
2060 Female 32.00 True True Rural 108.80 24.0 Unknown True True No No
2061 Female 40.00 True True Rural 92.35 38.0 never smoked True True Yes Yes
2062 Female 19.00 True True Urban 76.57 26.6 Unknown True True No No
2063 Female 28.00 True True Urban 69.50 24.5 never smoked True True No No
2064 Female 44.00 True True Rural 69.48 41.3 never smoked True True Yes Yes
2065 Female 50.00 True True Urban 68.09 35.5 smokes True True Yes Yes
2066 Female 18.00 True True Rural 92.71 24.1 Unknown True True No No
2067 Female 5.00 True True Urban 82.56 16.6 Unknown True True No No
2068 Female 39.00 True True Urban 78.24 28.6 Unknown True True No No
2069 Female 65.00 True True Rural 84.66 22.4 never smoked True True No No
2070 Female 26.00 True True Urban 90.35 38.6 Unknown True True Yes Yes
2071 Female 34.00 True True Rural 59.14 40.1 never smoked True True Yes Yes
2072 Female 45.00 True True Urban 85.64 32.0 formerly smoked True True Yes Yes
2073 Female 40.00 True True Rural 99.00 25.0 never smoked True True No No
2074 Female 2.00 True True Urban 105.75 19.8 Unknown True True No No
2075 Female 61.00 True True Urban 114.09 25.7 never smoked True True No No
2076 Female 32.00 True True Urban 100.01 37.2 never smoked True True Yes Yes
2077 Female 51.00 True True Rural 103.61 39.2 never smoked True True Yes Yes
2078 Female 75.00 True True Rural 94.77 27.2 never smoked True True No No
2079 Female 40.00 True True Urban 72.12 38.0 never smoked True True Yes Yes
2080 Female 32.00 True True Urban 81.92 38.0 never smoked True True Yes Yes
2081 Female 55.00 True True Rural 67.10 31.4 never smoked True True Yes Yes
2082 Female 23.00 True True Rural 58.01 35.3 never smoked True True Yes Yes
2083 Female 52.00 True True Rural 173.90 35.8 never smoked True True Yes Yes
2084 Female 23.00 True True Rural 96.28 31.1 never smoked True True Yes Yes
2085 Female 14.00 True True Urban 69.74 24.2 formerly smoked True True No No
2086 Female 45.00 True True Rural 106.95 33.4 Unknown True True Yes Yes
2087 Female 57.00 True True Urban 94.63 33.0 never smoked True True Yes Yes
2088 Female 35.00 True True Urban 86.97 25.7 Unknown True True No No
2089 Female 8.00 True True Rural 76.12 19.4 Unknown True True No No
2090 Female 42.00 True True Urban 99.94 33.4 never smoked True True Yes Yes
2091 Female 43.00 True True Urban 74.86 26.9 never smoked True True No No
2092 Female 8.00 True True Urban 74.42 22.5 Unknown True True No No
2093 Female 27.00 True True Rural 104.21 35.7 never smoked True True Yes Yes
2094 Female 47.00 True True Rural 157.77 28.4 never smoked True True No No
2095 Female 53.00 True True Urban 101.81 29.4 smokes True True No No
2096 Female 19.00 True True Rural 56.85 21.1 never smoked True True No No
2097 Female 45.00 True True Rural 63.01 31.5 never smoked True True Yes Yes
2098 Female 54.00 True True Rural 68.60 44.8 smokes True True Yes Yes
2099 Female 66.00 True True Urban 72.53 25.3 smokes True True No No
2100 Female 73.00 True True Rural 81.78 28.8 never smoked True True No No
2101 Female 1.88 True True Rural 80.83 18.0 Unknown True True No No
2102 Female 58.00 True True Urban 96.21 23.5 never smoked True True No No
2103 Female 60.00 True True Rural 78.26 41.7 formerly smoked True True Yes Yes
2104 Female 3.00 True True Urban 115.47 18.9 Unknown True True No No
2105 Female 67.00 True True Urban 100.16 31.8 Unknown True True Yes Yes
2106 Female 35.00 True True Rural 97.60 44.8 smokes True True Yes Yes
2107 Female 26.00 True True Rural 90.54 37.1 Unknown True True Yes Yes
2108 Female 47.00 True True Urban 105.88 39.9 smokes True True Yes Yes
2109 Female 1.64 True True Urban 69.89 18.1 Unknown True True No No
2110 Female 28.00 True True Rural 111.27 19.1 smokes True True No No
2111 Female 45.00 True True Urban 91.04 21.1 never smoked True True No No
2112 Female 65.00 True True Urban 216.64 43.3 formerly smoked True True Yes Yes
2113 Female 50.00 True True Rural 65.25 25.4 smokes True True No No
2114 Female 0.56 True True Urban 80.92 18.3 Unknown True True No No
2115 Female 30.00 True True Rural 124.37 21.4 never smoked True True No No
2116 Female 31.00 True True Urban 102.39 22.9 smokes True True No No
2117 Female 68.00 True True Urban 71.08 21.5 never smoked True True No No
2118 Female 63.00 True True Urban 81.54 24.2 never smoked True True No No
2119 Female 54.00 True True Urban 93.96 33.3 smokes True True Yes Yes
2120 Female 29.00 True True Rural 92.49 22.2 never smoked True True No No
2121 Female 57.00 True True Rural 65.91 28.2 Unknown True True No No
2122 Female 2.00 True True Rural 70.25 17.0 Unknown True True No No
2123 Female 47.00 True True Urban 67.08 22.3 Unknown True True No No
2124 Female 65.00 True True Rural 95.87 29.8 never smoked True True No No
2125 Female 66.00 True True Urban 95.37 34.5 smokes True True Yes Yes
2126 Female 64.00 True True Rural 56.13 39.2 Unknown True True Yes Yes
2127 Female 38.00 True True Rural 104.03 47.3 smokes True True Yes Yes
2128 Female 7.00 True True Rural 157.01 17.0 Unknown True True No No
2129 Female 63.00 True True Urban 84.35 38.2 never smoked True True Yes Yes
2130 Female 65.00 True True Rural 185.28 32.0 smokes True True Yes Yes
2131 Female 62.00 True True Urban 88.32 36.3 Unknown True True Yes Yes
2132 Female 50.00 True True Rural 62.12 29.6 never smoked True True No No
2133 Female 23.00 True True Rural 100.06 28.6 never smoked True True No No
2134 Female 32.00 True True Urban 101.13 43.9 formerly smoked True True Yes Yes
2135 Female 38.00 True True Rural 91.09 22.2 never smoked True True No No
2136 Female 50.00 True True Rural 61.54 28.4 Unknown True True No No
2137 Female 39.00 True True Urban 62.02 23.7 smokes True True No No
2138 Female 7.00 True True Urban 103.11 18.3 Unknown True True No No
2139 Female 15.00 True True Rural 77.57 18.3 Unknown True True No No
2140 Female 32.00 True True Rural 67.10 27.1 Unknown True True No No
2141 Female 11.00 True True Rural 93.51 20.8 Unknown True True No No
2142 Female 34.00 True True Rural 60.01 43.9 Unknown True True Yes Yes
2143 Female 24.00 True True Urban 71.63 22.0 formerly smoked True True No No
2144 Female 39.00 True True Urban 87.79 40.0 formerly smoked True True Yes Yes
2145 Female 55.00 True True Rural 99.64 20.1 formerly smoked True True No No
2146 Female 16.00 True True Rural 86.53 42.2 never smoked True True Yes Yes
2147 Female 38.00 True True Urban 98.37 27.2 never smoked True True No No
2148 Female 38.00 True True Urban 218.60 47.9 formerly smoked True True Yes Yes
2149 Female 52.00 True True Urban 101.30 33.1 smokes True True Yes Yes
2150 Female 80.00 True True Urban 223.26 25.4 never smoked True True No No
2151 Female 13.00 True True Rural 172.27 16.6 never smoked True True No No
2152 Female 54.00 True True Urban 221.83 35.1 smokes True True Yes Yes
2153 Female 61.00 True True Rural 60.91 29.8 Unknown True True No No
2154 Female 38.00 True True Rural 77.50 36.9 smokes True True Yes Yes
2155 Female 61.00 True True Urban 65.21 27.7 Unknown True True No No
2156 Female 41.00 True True Rural 102.39 40.4 formerly smoked True True Yes Yes
2157 Female 52.00 True True Rural 200.46 25.0 Unknown True True No No
2158 Female 51.00 True True Urban 95.70 24.8 formerly smoked True True No No
2159 Female 56.00 True True Rural 70.23 35.5 never smoked True True Yes Yes
2160 Female 49.00 True True Urban 75.15 25.0 Unknown True True No No
2161 Female 51.00 True True Urban 90.67 37.8 Unknown True True Yes Yes
2162 Female 28.00 True True Rural 134.12 28.8 formerly smoked True True No No
2163 Female 57.00 True True Urban 82.62 28.4 never smoked True True No No
2164 Female 41.00 True True Urban 92.14 29.6 formerly smoked True True No No
2165 Female 72.00 True True Urban 217.79 26.1 formerly smoked True True No No
2166 Female 27.00 True True Urban 139.20 36.2 never smoked True True Yes Yes
2167 Female 31.00 True True Rural 77.01 31.3 formerly smoked True True Yes Yes
2168 Female 24.00 True True Urban 105.26 26.1 never smoked True True No No
2169 Female 28.00 True True Rural 99.07 17.6 never smoked True True No No
2170 Female 24.00 True True Rural 147.74 21.4 Unknown True True No No
2171 Female 30.00 True True Urban 61.29 24.0 Unknown True True No No
2172 Female 1.64 True True Urban 90.74 19.9 Unknown True True No No
2173 Female 27.00 True True Urban 85.53 26.9 smokes True True No No
2174 Female 30.00 True True Urban 76.70 24.2 never smoked True True No No
2175 Female 61.00 True True Urban 97.86 19.1 formerly smoked True True No No
2176 Female 18.00 True True Rural 112.33 23.2 formerly smoked True True No No
2177 Female 44.00 True True Rural 110.41 30.5 smokes True True Yes Yes
2178 Female 81.00 True True Urban 181.23 36.7 never smoked True True Yes Yes
2179 Female 38.00 True True Urban 103.58 30.8 formerly smoked True True Yes Yes
2180 Female 58.00 True True Rural 81.96 34.6 never smoked True True Yes Yes
2181 Female 64.00 True True Urban 76.12 38.2 formerly smoked True True Yes Yes
2182 Female 38.00 True True Rural 64.27 27.3 never smoked True True No No
2183 Female 56.00 True True Rural 200.98 30.4 smokes True True Yes Yes
2184 Female 34.00 True True Rural 85.79 32.0 never smoked True True Yes Yes
2185 Female 79.00 True True Urban 71.46 33.4 Unknown True True Yes Yes
2186 Female 60.00 True True Rural 87.62 30.1 smokes True True Yes Yes
2187 Female 42.00 True True Rural 118.55 46.2 smokes True True Yes Yes
2188 Female 59.00 True True Urban 82.14 35.6 smokes True True Yes Yes
2189 Female 54.00 True True Urban 219.67 29.4 smokes True True No No
2190 Female 14.00 True True Urban 60.37 26.9 Unknown True True No No
2191 Female 13.00 True True Rural 88.51 27.7 Unknown True True No No
2192 Female 48.00 True True Urban 90.38 38.0 smokes True True Yes Yes
2193 Female 74.00 True True Urban 158.90 32.4 formerly smoked True True Yes Yes
2194 Female 64.00 True True Rural 114.71 30.6 never smoked True True Yes Yes
2195 Female 26.00 True True Rural 58.55 29.0 never smoked True True No No
2196 Female 74.00 True True Urban 68.18 27.3 formerly smoked True True No No
2197 Female 0.48 True True Rural 118.75 17.4 Unknown True True No No
2198 Female 41.00 True True Rural 186.54 39.0 formerly smoked True True Yes Yes
2199 Female 36.00 True True Rural 101.93 22.8 smokes True True No No
2200 Female 69.00 True True Rural 110.96 25.9 never smoked True True No No
2201 Female 69.00 True True Urban 91.65 25.7 formerly smoked True True No No
2202 Female 32.00 True True Urban 84.10 33.3 Unknown True True Yes Yes
2203 Female 25.00 True True Rural 118.85 23.8 smokes True True No No
2204 Female 28.00 True True Urban 98.05 24.7 never smoked True True No No
2205 Female 61.00 True True Rural 71.40 29.2 formerly smoked True True No No
2206 Female 74.00 True True Rural 82.27 23.6 formerly smoked True True No No
2207 Female 70.00 True True Rural 158.33 33.5 never smoked True True Yes Yes
2208 Female 8.00 True True Rural 102.50 16.3 Unknown True True No No
2209 Female 49.00 True True Urban 72.18 30.8 Unknown True True Yes Yes
2210 Female 10.00 True True Urban 82.59 18.6 formerly smoked True True No No
2211 Female 34.00 True True Rural 89.31 37.3 formerly smoked True True Yes Yes
2212 Female 45.00 True True Urban 92.76 22.3 Unknown True True No No
2213 Female 8.00 True True Urban 125.14 29.7 Unknown True True No No
2214 Female 82.00 True True Rural 88.60 32.5 Unknown True True Yes Yes
2215 Female 42.00 True True Urban 59.43 25.4 never smoked True True No No
2216 Female 27.00 True True Rural 65.43 27.2 Unknown True True No No
2217 Female 31.00 True True Rural 139.81 39.6 never smoked True True Yes Yes
2218 Female 57.00 True True Urban 106.84 29.6 never smoked True True No No
2219 Female 78.00 True True Rural 221.06 25.5 formerly smoked True True No No
2220 Female 17.00 True True Rural 109.39 26.3 never smoked True True No No
2221 Female 61.00 True True Rural 93.97 39.4 Unknown True True Yes Yes
2222 Female 62.00 True True Urban 163.17 25.6 never smoked True True No No
2223 Female 14.00 True True Urban 124.39 34.0 Unknown True True Yes Yes
2224 Female 62.00 True True Urban 212.62 35.8 never smoked True True Yes Yes
2225 Female 56.00 True True Urban 128.63 24.9 smokes True True No No
2226 Female 59.00 True True Urban 77.60 23.4 Unknown True True No No
2227 Female 35.00 True True Urban 120.15 27.3 never smoked True True No No
2228 Female 36.00 True True Urban 72.16 23.2 never smoked True True No No
2229 Female 31.00 True True Rural 70.51 26.9 formerly smoked True True No No
2230 Female 56.00 True True Rural 81.77 21.8 never smoked True True No No
2231 Female 36.00 True True Urban 66.47 26.9 never smoked True True No No
2232 Female 41.00 True True Rural 146.08 29.9 never smoked True True No No
2233 Female 50.00 True True Urban 91.68 22.4 never smoked True True No No
2234 Female 42.00 True True Rural 108.96 27.5 never smoked True True No No
2235 Female 25.00 True True Rural 78.50 28.6 never smoked True True No No
2236 Female 2.00 True True Rural 76.52 14.8 Unknown True True No No
2237 Female 78.00 True True Rural 208.99 31.4 formerly smoked True True Yes Yes
2238 Female 36.00 True True Urban 99.72 22.3 smokes True True No No
2239 Female 48.00 True True Urban 86.06 36.2 never smoked True True Yes Yes
2240 Female 28.00 True True Rural 105.90 28.6 smokes True True No No
2241 Female 80.00 True True Urban 73.87 33.7 never smoked True True Yes Yes
2242 Female 59.00 True True Rural 60.64 20.0 never smoked True True No No
2243 Female 43.00 True True Rural 82.57 29.1 never smoked True True No No
2244 Female 47.00 True True Rural 115.98 27.6 Unknown True True No No
2245 Female 81.00 True True Urban 59.11 20.7 formerly smoked True True No No
2246 Female 53.00 True True Rural 77.94 33.0 never smoked True True Yes Yes
2247 Female 26.00 True True Urban 68.99 22.2 never smoked True True No No
2248 Female 14.00 True True Rural 111.76 24.8 Unknown True True No No
2249 Female 20.00 True True Urban 80.27 27.9 never smoked True True No No
2250 Female 72.00 True True Urban 142.63 32.9 smokes True True Yes Yes
2251 Female 52.00 True True Rural 97.05 28.0 Unknown True True No No
2252 Female 33.00 True True Urban 64.62 27.3 never smoked True True No No
2253 Female 37.00 True True Urban 94.12 34.2 Unknown True True Yes Yes
2254 Female 54.00 True True Rural 70.19 39.1 smokes True True Yes Yes
2255 Female 5.00 True True Urban 55.35 22.7 Unknown True True No No
2256 Female 35.00 True True Urban 103.29 20.6 never smoked True True No No
2257 Female 20.00 True True Rural 92.74 20.1 Unknown True True No No
2258 Female 79.00 True True Urban 63.57 32.4 never smoked True True Yes Yes
2259 Female 27.00 True True Urban 57.46 23.0 smokes True True No No
2260 Female 28.00 True True Rural 104.16 21.5 never smoked True True No No
2261 Female 67.00 True True Rural 110.42 24.9 never smoked True True No No
2262 Female 35.00 True True Rural 119.40 22.9 never smoked True True No No
2263 Female 78.00 True True Urban 119.13 25.0 never smoked True True No No
2264 Female 20.00 True True Rural 120.22 21.3 never smoked True True No No
2265 Female 43.00 True True Urban 80.80 46.1 never smoked True True Yes Yes
2266 Female 45.00 True True Urban 81.24 37.0 never smoked True True Yes Yes
2267 Female 11.00 True True Urban 88.79 21.3 never smoked True True No No
2268 Female 31.00 True True Rural 70.91 28.3 never smoked True True No No
2269 Female 30.00 True True Rural 87.12 31.1 smokes True True Yes Yes
2270 Female 27.00 True True Urban 126.09 25.1 Unknown True True No No
2271 Female 34.00 True True Urban 76.42 27.6 smokes True True No No
2272 Female 3.00 True True Rural 131.81 14.1 Unknown True True No No
2273 Female 44.00 True True Rural 87.71 34.0 formerly smoked True True Yes Yes
2274 Female 59.00 True True Rural 115.68 27.1 Unknown True True No No
2275 Female 5.00 True True Rural 75.10 20.7 Unknown True True No No
2276 Female 31.00 True True Rural 69.72 39.5 smokes True True Yes Yes
2277 Female 12.00 True True Rural 111.08 23.2 never smoked True True No No
2278 Female 49.00 True True Urban 68.68 28.8 never smoked True True No No
2279 Female 15.00 True True Urban 91.16 38.0 never smoked True True Yes Yes
2280 Female 81.00 True True Urban 99.44 27.7 Unknown True True No No
2281 Female 24.00 True True Rural 123.89 24.1 smokes True True No No
2282 Female 13.00 True True Rural 138.44 34.8 Unknown True True Yes Yes
2283 Female 16.00 True True Urban 75.06 23.5 never smoked True True No No
2284 Female 11.00 True True Urban 102.76 20.3 Unknown True True No No
2285 Female 55.00 True True Urban 71.79 43.0 formerly smoked True True Yes Yes
2286 Female 34.00 True True Rural 86.92 22.0 Unknown True True No No
2287 Female 50.00 True True Urban 103.72 35.4 formerly smoked True True Yes Yes
2288 Female 55.00 True True Rural 94.75 27.9 smokes True True No No
2289 Female 2.00 True True Rural 77.72 19.8 Unknown True True No No
2290 Female 27.00 True True Urban 61.80 26.8 formerly smoked True True No No
2291 Female 53.00 True True Urban 83.73 32.5 never smoked True True Yes Yes
2292 Female 3.00 True True Rural 108.32 14.2 Unknown True True No No
2293 Female 20.00 True True Rural 103.65 17.0 formerly smoked True True No No
2294 Female 31.00 True True Urban 131.42 24.9 smokes True True No No
2295 Female 63.00 True True Urban 69.46 26.6 never smoked True True No No
2296 Female 49.00 True True Rural 76.78 22.7 smokes True True No No
2297 Female 72.00 True True Urban 103.78 32.7 formerly smoked True True Yes Yes
2298 Female 50.00 True True Urban 213.43 36.7 smokes True True Yes Yes
2299 Female 33.00 True True Urban 83.16 20.2 Unknown True True No No
2300 Female 12.00 True True Rural 108.63 23.4 never smoked True True No No
2301 Female 65.00 True True Urban 248.24 27.0 smokes True True No No
2302 Female 43.00 True True Urban 57.79 24.8 smokes True True No No
2303 Female 22.00 True True Urban 87.40 34.8 never smoked True True Yes Yes
2304 Female 81.00 True True Rural 58.01 27.8 never smoked True True No No
2305 Female 10.00 True True Urban 77.43 16.2 Unknown True True No No
2306 Female 5.00 True True Rural 64.45 21.7 Unknown True True No No
2307 Female 24.00 True True Urban 79.42 21.4 never smoked True True No No
2308 Female 45.00 True True Urban 82.94 29.3 Unknown True True No No
2309 Female 46.00 True True Rural 81.58 36.2 never smoked True True Yes Yes
2310 Female 12.00 True True Urban 116.06 25.9 Unknown True True No No
2311 Female 40.00 True True Rural 122.23 30.5 Unknown True True Yes Yes
2312 Female 32.00 True True Urban 110.33 24.0 smokes True True No No
2313 Female 17.00 True True Urban 96.47 25.6 Unknown True True No No
2314 Female 31.00 True True Rural 70.66 27.2 never smoked True True No No
2315 Female 36.00 True True Urban 202.06 24.4 never smoked True True No No
2316 Female 5.00 True True Urban 91.30 20.7 Unknown True True No No
2317 Female 29.00 True True Rural 67.56 19.6 Unknown True True No No
2318 Female 2.00 True True Rural 126.12 24.8 Unknown True True No No
2319 Female 62.00 True True Urban 86.40 32.6 smokes True True Yes Yes
2320 Female 45.00 True True Urban 103.22 20.5 never smoked True True No No
2321 Female 18.00 True True Rural 88.85 36.2 Unknown True True Yes Yes
2322 Female 29.00 True True Urban 63.90 45.4 smokes True True Yes Yes
2323 Female 52.00 True True Urban 81.32 27.6 formerly smoked True True No No
2324 Female 71.00 True True Urban 134.65 32.4 Unknown True True Yes Yes
2325 Female 43.00 True True Rural 56.94 45.3 Unknown True True Yes Yes
2326 Female 60.00 True True Rural 207.84 38.9 never smoked True True Yes Yes
2327 Female 54.00 True True Rural 228.26 46.0 never smoked True True Yes Yes
2328 Female 11.00 True True Urban 94.89 27.5 never smoked True True No No
2329 Female 75.00 True True Rural 132.46 26.2 Unknown True True No No
2330 Female 64.00 True True Rural 75.13 31.1 formerly smoked True True Yes Yes
2331 Female 78.00 True True Rural 76.64 34.6 never smoked True True Yes Yes
2332 Female 14.00 True True Rural 91.32 24.3 never smoked True True No No
2333 Female 66.00 True True Rural 85.90 34.6 never smoked True True Yes Yes
2334 Female 44.00 True True Rural 85.77 32.1 Unknown True True Yes Yes
2335 Female 61.00 True True Urban 203.76 33.8 never smoked True True Yes Yes
2336 Female 54.00 True True Urban 98.44 25.8 formerly smoked True True No No
2337 Female 22.00 True True Urban 79.57 31.8 Unknown True True Yes Yes
2338 Female 67.00 True True Urban 101.46 25.9 formerly smoked True True No No
2339 Female 45.00 True True Rural 68.66 25.3 never smoked True True No No
2340 Female 65.00 True True Rural 205.78 41.7 never smoked True True Yes Yes
2341 Female 45.00 True True Urban 110.10 30.9 never smoked True True Yes Yes
2342 Female 28.00 True True Urban 100.80 39.3 formerly smoked True True Yes Yes
2343 Female 31.00 True True Urban 56.48 26.2 formerly smoked True True No No
2344 Female 70.00 True True Urban 77.77 33.8 smokes True True Yes Yes
2345 Female 17.00 True True Urban 104.02 26.1 Unknown True True No No
2346 Female 80.00 True True Rural 230.74 30.2 formerly smoked True True Yes Yes
2347 Female 79.00 True True Rural 83.70 28.7 never smoked True True No No
2348 Female 60.00 True True Rural 200.66 36.3 smokes True True Yes Yes
2349 Female 12.00 True True Rural 73.99 16.3 Unknown True True No No
2350 Female 36.00 True True Urban 228.50 34.5 never smoked True True Yes Yes
2351 Female 54.00 True True Urban 70.43 20.8 smokes True True No No
2352 Female 2.00 True True Urban 102.92 17.6 Unknown True True No No
2353 Female 28.00 True True Urban 87.91 22.7 formerly smoked True True No No
2354 Female 38.00 True True Rural 118.55 38.4 smokes True True Yes Yes
2355 Female 66.00 True True Rural 200.91 27.6 never smoked True True No No
2356 Female 45.00 True True Rural 95.24 40.2 Unknown True True Yes Yes
2357 Female 29.00 True True Urban 56.64 24.7 never smoked True True No No
2358 Female 48.00 True True Urban 112.96 25.4 never smoked True True No No
2359 Female 68.00 True True Rural 236.04 28.5 never smoked True True No No
2360 Female 57.00 True True Urban 73.00 26.2 never smoked True True No No
2361 Female 29.00 True True Urban 61.13 26.0 never smoked True True No No
2362 Female 30.00 True True Urban 88.56 45.3 never smoked True True Yes Yes
2363 Female 47.00 True True Rural 66.16 31.5 never smoked True True Yes Yes
2364 Female 73.00 True True Rural 88.98 20.6 smokes True True No No
2365 Female 66.00 True True Urban 94.39 29.4 Unknown True True No No
2366 Female 52.00 True True Urban 86.85 23.8 formerly smoked True True No No
2367 Female 34.00 True True Rural 94.37 38.1 never smoked True True Yes Yes
2368 Female 79.00 True True Rural 76.64 19.5 never smoked True True No No
2369 Female 39.00 True True Urban 254.95 35.5 smokes True True Yes Yes
2370 Female 26.00 True True Urban 80.94 22.2 smokes True True No No
2371 Female 37.00 True True Rural 112.02 29.1 Unknown True True No No
2372 Female 66.00 True True Rural 196.58 41.9 formerly smoked True True Yes Yes
2373 Female 16.00 True True Urban 89.14 22.6 formerly smoked True True No No
2374 Female 51.00 True True Urban 69.94 33.3 smokes True True Yes Yes
2375 Female 75.00 True True Urban 89.68 38.7 never smoked True True Yes Yes
2376 Female 40.00 True True Urban 101.06 32.3 smokes True True Yes Yes
2377 Female 52.00 True True Rural 62.66 37.9 Unknown True True Yes Yes
2378 Female 13.00 True True Urban 84.03 25.3 Unknown True True No No
2379 Female 44.00 True True Rural 108.38 27.7 Unknown True True No No
2380 Female 37.00 True True Rural 78.79 25.1 Unknown True True No No
2381 Female 48.00 True True Rural 68.01 27.7 never smoked True True No No
2382 Female 81.00 True True Urban 90.11 28.6 never smoked True True No No
2383 Female 76.00 True True Urban 193.61 37.6 never smoked True True Yes Yes
2384 Female 58.00 True True Rural 195.74 32.7 Unknown True True Yes Yes
2385 Female 11.00 True True Rural 94.77 22.7 Unknown True True No No
2386 Female 9.00 True True Urban 85.00 16.0 Unknown True True No No
2387 Female 37.00 True True Urban 90.71 45.8 Unknown True True Yes Yes
2388 Female 16.00 True True Rural 106.80 20.8 never smoked True True No No
2389 Female 32.00 True True Urban 85.18 22.2 smokes True True No No
2390 Female 26.00 True True Rural 130.07 33.1 never smoked True True Yes Yes
2391 Female 21.00 True True Rural 74.24 32.7 never smoked True True Yes Yes
2392 Female 45.00 True True Urban 79.98 41.4 never smoked True True Yes Yes
2393 Female 40.00 True True Urban 106.76 24.1 formerly smoked True True No No
2394 Female 41.00 True True Urban 76.34 28.0 Unknown True True No No
2395 Female 71.00 True True Rural 221.24 24.2 Unknown True True No No
2396 Female 7.00 True True Rural 63.98 23.0 Unknown True True No No
2397 Female 27.00 True True Rural 55.93 20.3 smokes True True No No
2398 Female 22.00 True True Rural 73.94 24.8 Unknown True True No No
2399 Female 79.00 True True Rural 65.58 26.1 Unknown True True No No
2400 Female 38.00 True True Rural 83.80 24.2 smokes True True No No
2401 Female 64.00 True True Urban 95.87 19.3 formerly smoked True True No No
2402 Female 23.00 True True Rural 84.93 24.2 never smoked True True No No
2403 Female 19.00 True True Urban 125.43 32.2 Unknown True True Yes Yes
2404 Female 70.00 True True Rural 149.80 47.6 Unknown True True Yes Yes
2405 Female 45.00 True True Rural 112.55 32.1 never smoked True True Yes Yes
2406 Female 0.72 True True Rural 112.19 20.1 Unknown True True No No
2407 Female 38.00 True True Urban 151.26 20.6 never smoked True True No No
2408 Female 38.00 True True Urban 77.20 23.4 Unknown True True No No
2409 Female 41.00 True True Urban 76.08 25.1 never smoked True True No No
2410 Female 26.00 True True Rural 123.98 30.1 never smoked True True Yes Yes
2411 Female 48.00 True True Urban 108.51 33.3 Unknown True True Yes Yes
2412 Female 27.00 True True Rural 86.21 21.4 Unknown True True No No
2413 Female 18.00 True True Urban 99.01 25.5 formerly smoked True True No No
2414 Female 7.00 True True Rural 69.47 18.9 Unknown True True No No
2415 Female 54.00 True True Urban 85.07 21.9 Unknown True True No No
2416 Female 61.00 True True Rural 144.14 29.8 never smoked True True No No
2417 Female 40.00 True True Urban 86.78 35.5 smokes True True Yes Yes
2418 Female 71.00 True True Rural 105.72 29.1 formerly smoked True True No No
2419 Female 57.00 True True Rural 64.37 32.8 never smoked True True Yes Yes
2420 Female 13.00 True True Rural 146.10 22.8 never smoked True True No No
2421 Female 21.00 True True Urban 58.66 31.3 never smoked True True Yes Yes
2422 Female 63.00 True True Urban 192.50 29.0 never smoked True True No No
2423 Female 78.00 True True Urban 89.42 24.1 never smoked True True No No
2424 Female 66.00 True True Rural 212.92 21.4 never smoked True True No No
2425 Female 42.00 True True Urban 87.40 24.5 formerly smoked True True No No
2426 Female 79.00 True True Rural 74.00 29.6 never smoked True True No No
2427 Female 73.00 True True Rural 124.78 35.6 never smoked True True Yes Yes
2428 Female 42.00 True True Urban 191.94 27.9 never smoked True True No No
2429 Female 37.00 True True Urban 247.87 42.6 never smoked True True Yes Yes
2430 Female 74.00 True True Urban 88.62 28.5 formerly smoked True True No No
2431 Female 59.00 True True Urban 81.51 25.6 formerly smoked True True No No
2432 Female 82.00 True True Urban 115.71 31.1 formerly smoked True True Yes Yes
2433 Female 19.00 True True Rural 57.40 22.9 Unknown True True No No
2434 Female 53.00 True True Rural 81.36 48.8 never smoked True True Yes Yes
2435 Female 62.00 True True Rural 261.67 43.0 formerly smoked True True Yes Yes
2436 Female 49.00 True True Rural 98.90 35.5 never smoked True True Yes Yes
2437 Female 53.00 True True Rural 105.28 23.1 never smoked True True No No
2438 Female 10.00 True True Rural 83.03 18.5 Unknown True True No No
2439 Female 40.00 True True Rural 70.56 32.3 never smoked True True Yes Yes
2440 Female 3.00 True True Urban 78.79 22.6 Unknown True True No No
2441 Female 12.00 True True Rural 70.13 17.8 Unknown True True No No
2442 Female 43.00 True True Urban 71.77 26.9 never smoked True True No No
2443 Female 28.00 True True Rural 77.99 32.0 smokes True True Yes Yes
2444 Female 14.00 True True Urban 63.74 22.4 Unknown True True No No
2445 Female 63.00 True True Urban 60.67 28.9 formerly smoked True True No No
2446 Female 29.00 True True Urban 112.08 27.4 never smoked True True No No
2447 Female 40.00 True True Urban 153.24 38.2 Unknown True True Yes Yes
2448 Female 43.00 True True Urban 86.67 33.3 never smoked True True Yes Yes
2449 Female 59.00 True True Rural 82.42 28.8 never smoked True True No No
2450 Female 78.00 True True Rural 100.54 32.1 smokes True True Yes Yes
2451 Female 27.00 True True Urban 111.48 28.9 never smoked True True No No
2452 Female 49.00 True True Urban 85.33 25.5 never smoked True True No No
2453 Female 17.00 True True Urban 81.51 19.5 formerly smoked True True No No
2454 Female 36.00 True True Urban 77.92 24.9 Unknown True True No No
2455 Female 8.00 True True Urban 87.15 16.1 Unknown True True No No
2456 Female 56.00 True True Urban 86.07 32.5 Unknown True True Yes Yes
2457 Female 43.00 True True Urban 89.73 23.5 formerly smoked True True No No
2458 Female 62.00 True True Rural 128.61 24.8 never smoked True True No No
2459 Female 39.00 True True Rural 90.11 23.6 never smoked True True No No
2460 Female 60.00 True True Urban 234.50 43.7 never smoked True True Yes Yes
2461 Female 46.00 True True Urban 71.12 27.3 never smoked True True No No
2462 Female 12.00 True True Rural 116.04 23.8 Unknown True True No No
2463 Female 2.00 True True Urban 112.75 25.1 Unknown True True No No
2464 Female 82.00 True True Urban 82.63 17.9 smokes True True No No
2465 Female 32.00 True True Urban 92.75 34.5 smokes True True Yes Yes
2466 Female 62.00 True True Rural 117.63 27.1 formerly smoked True True No No
2467 Female 75.00 True True Rural 197.06 26.1 never smoked True True No No
2468 Female 81.00 True True Urban 216.07 43.4 never smoked True True Yes Yes
2469 Female 37.00 True True Rural 76.03 33.2 never smoked True True Yes Yes
2470 Female 28.00 True True Urban 62.44 37.2 Unknown True True Yes Yes
2471 Female 25.00 True True Rural 108.82 41.3 smokes True True Yes Yes
2472 Female 11.00 True True Rural 121.15 26.1 Unknown True True No No
2473 Female 43.00 True True Urban 93.30 32.7 never smoked True True Yes Yes
2474 Female 56.00 True True Urban 144.33 29.2 never smoked True True No No
2475 Female 37.00 True True Urban 98.02 20.4 never smoked True True No No
2476 Female 4.00 True True Urban 94.27 14.0 Unknown True True No No
2477 Female 51.00 True True Rural 76.35 33.5 formerly smoked True True Yes Yes
2478 Female 56.00 True True Urban 179.14 35.3 Unknown True True Yes Yes
2479 Female 60.00 True True Rural 63.49 30.1 never smoked True True Yes Yes
2480 Female 32.00 True True Rural 66.30 47.5 never smoked True True Yes Yes
2481 Female 45.00 True True Rural 120.56 31.6 never smoked True True Yes Yes
2482 Female 68.00 True True Urban 150.74 40.3 Unknown True True Yes Yes
2483 Female 51.00 True True Urban 81.38 34.1 smokes True True Yes Yes
2484 Female 63.00 True True Rural 203.87 26.4 never smoked True True No No
2485 Female 33.00 True True Rural 84.68 34.7 formerly smoked True True Yes Yes
2486 Female 56.00 True True Urban 91.89 23.3 smokes True True No No
2487 Female 30.00 True True Urban 116.98 26.0 never smoked True True No No
2488 Female 1.80 True True Rural 96.62 18.6 Unknown True True No No
2489 Female 17.00 True True Rural 79.62 21.6 never smoked True True No No
2490 Female 42.00 True True Urban 86.30 20.1 never smoked True True No No
2491 Female 69.00 True True Urban 83.55 28.3 formerly smoked True True No No
2492 Female 22.00 True True Rural 102.00 40.4 smokes True True Yes Yes
2493 Female 25.00 True True Urban 68.07 18.6 smokes True True No No
2494 Female 50.00 True True Urban 102.03 28.3 Unknown True True No No
2495 Female 37.00 True True Urban 76.98 34.7 never smoked True True Yes Yes
2496 Female 31.00 True True Urban 82.31 31.9 never smoked True True Yes Yes
2497 Female 52.00 True True Urban 83.84 35.0 Unknown True True Yes Yes
2498 Female 56.00 True True Urban 98.14 32.7 formerly smoked True True Yes Yes
2499 Female 43.00 True True Rural 84.04 30.6 Unknown True True Yes Yes
2500 Female 2.00 True True Urban 94.92 20.4 Unknown True True No No
2501 Female 16.00 True True Rural 112.70 29.6 never smoked True True No No
2502 Female 40.00 True True Urban 72.99 46.4 Unknown True True Yes Yes
2503 Female 53.00 True True Rural 94.14 27.7 smokes True True No No
2504 Female 51.00 True True Urban 95.33 27.9 never smoked True True No No
2505 Female 0.40 True True Rural 85.65 17.4 Unknown True True No No
2506 Female 76.00 True True Urban 223.64 27.1 smokes True True No No
2507 Female 46.00 True True Rural 76.43 22.7 Unknown True True No No
2508 Female 23.00 True True Urban 98.66 28.3 Unknown True True No No
2509 Female 53.00 True True Urban 85.46 30.0 never smoked True True Yes Yes
2510 Female 62.00 True True Urban 199.78 45.2 Unknown True True Yes Yes
2511 Female 82.00 True True Urban 101.56 31.5 never smoked True True Yes Yes
2512 Female 33.00 True True Urban 84.48 23.2 formerly smoked True True No No
2513 Female 18.00 True True Urban 70.89 19.8 never smoked True True No No
2514 Female 29.00 True True Rural 108.14 25.1 formerly smoked True True No No
2515 Female 56.00 True True Rural 244.30 37.3 never smoked True True Yes Yes
2516 Female 31.00 True True Urban 80.88 29.3 formerly smoked True True No No
2517 Female 19.00 True True Urban 87.72 21.7 never smoked True True No No
2518 Female 40.00 True True Urban 58.64 33.0 never smoked True True Yes Yes
2519 Female 26.00 True True Urban 59.67 24.5 smokes True True No No
2520 Female 30.00 True True Urban 105.08 25.5 never smoked True True No No
2521 Female 19.00 True True Urban 89.30 22.1 never smoked True True No No
2522 Female 78.00 True True Rural 61.38 24.3 Unknown True True No No
2523 Female 55.00 True True Rural 56.11 32.4 formerly smoked True True Yes Yes
2524 Female 35.00 True True Urban 76.00 37.9 Unknown True True Yes Yes
2525 Female 55.00 True True Urban 65.22 19.8 never smoked True True No No
2526 Female 45.00 True True Urban 78.91 34.3 Unknown True True Yes Yes
2527 Female 34.00 True True Urban 226.28 38.4 Unknown True True Yes Yes
2528 Female 62.00 True True Rural 213.92 44.6 never smoked True True Yes Yes
2529 Female 53.00 True True Rural 102.00 32.4 never smoked True True Yes Yes
2530 Female 44.00 True True Rural 68.42 43.2 smokes True True Yes Yes
2531 Female 67.00 True True Rural 125.33 26.4 Unknown True True No No
2532 Female 48.00 True True Urban 212.19 46.9 never smoked True True Yes Yes
2533 Female 1.32 True True Rural 67.68 16.5 Unknown True True No No
2534 Female 45.00 True True Rural 84.99 35.4 Unknown True True Yes Yes
2535 Female 63.00 True True Urban 62.13 23.6 never smoked True True No No
2536 Female 33.00 True True Rural 57.10 33.1 never smoked True True Yes Yes
2537 Female 0.48 True True Rural 94.06 14.8 Unknown True True No No
2538 Female 63.00 True True Urban 93.88 34.8 Unknown True True Yes Yes
2539 Female 57.00 True True Urban 83.14 31.9 never smoked True True Yes Yes
2540 Female 78.00 True True Urban 73.56 27.5 formerly smoked True True No No
2541 Female 59.00 True True Urban 200.80 32.3 Unknown True True Yes Yes
2542 Female 10.00 True True Urban 57.28 15.4 never smoked True True No No
2543 Female 55.00 True True Urban 99.44 25.0 formerly smoked True True No No
2544 Female 20.00 True True Urban 77.96 26.3 smokes True True No No
2545 Female 38.00 True True Rural 60.13 39.6 never smoked True True Yes Yes
2546 Female 33.00 True True Rural 88.17 38.6 formerly smoked True True Yes Yes
2547 Female 32.00 True True Rural 68.72 25.1 never smoked True True No No
2548 Female 68.00 True True Urban 222.58 37.4 smokes True True Yes Yes
2549 Female 24.00 True True Rural 156.43 27.0 formerly smoked True True No No
2550 Female 81.00 True True Rural 99.48 27.2 never smoked True True No No
2551 Female 69.00 True True Urban 70.00 36.0 never smoked True True Yes Yes
2552 Female 42.00 True True Rural 112.98 37.2 formerly smoked True True Yes Yes
2553 Female 28.00 True True Urban 73.20 26.5 smokes True True No No
2554 Female 66.00 True True Urban 102.73 35.0 formerly smoked True True Yes Yes
2555 Female 66.00 True True Rural 74.88 32.6 never smoked True True Yes Yes
2556 Female 47.00 True True Urban 122.43 23.9 never smoked True True No No
2557 Female 78.00 True True Urban 84.21 33.7 never smoked True True Yes Yes
2558 Female 65.00 True True Rural 80.42 29.4 formerly smoked True True No No
2559 Female 68.00 True True Rural 80.63 20.2 never smoked True True No No
2560 Female 65.00 True True Urban 104.12 27.4 never smoked True True No No
2561 Female 70.00 True True Rural 96.82 25.0 never smoked True True No No
2562 Female 59.00 True True Urban 88.10 30.7 never smoked True True Yes Yes
2563 Female 32.00 True True Rural 102.87 26.6 smokes True True No No
2564 Female 61.00 True True Urban 97.58 29.7 formerly smoked True True No No
2565 Female 48.00 True True Rural 74.16 19.9 never smoked True True No No
2566 Female 50.00 True True Urban 100.93 32.7 never smoked True True Yes Yes
2567 Female 43.00 True True Urban 67.50 20.4 formerly smoked True True No No
2568 Female 39.00 True True Rural 89.57 48.1 never smoked True True Yes Yes
2569 Female 24.00 True True Urban 95.31 22.8 never smoked True True No No
2570 Female 61.00 True True Rural 106.65 35.9 formerly smoked True True Yes Yes
2571 Female 78.00 True True Urban 234.06 33.7 never smoked True True Yes Yes
2572 Female 23.00 True True Urban 58.81 25.4 never smoked True True No No
2573 Female 82.00 True True Rural 96.98 21.5 never smoked True True No No
2574 Female 19.00 True True Rural 66.70 24.7 never smoked True True No No
2575 Female 79.00 True True Rural 90.16 34.4 never smoked True True Yes Yes
2576 Female 23.00 True True Rural 104.09 27.9 Unknown True True No No
2577 Female 77.00 True True Rural 90.96 31.5 formerly smoked True True Yes Yes
2578 Female 78.00 True True Rural 152.38 31.8 never smoked True True Yes Yes
2579 Female 24.00 True True Rural 114.54 30.1 smokes True True Yes Yes
2580 Female 81.00 True True Urban 174.54 26.4 never smoked True True No No
2581 Female 46.00 True True Rural 106.47 27.2 Unknown True True No No
2582 Female 29.00 True True Urban 73.63 22.5 smokes True True No No
2583 Female 59.00 True True Urban 98.52 29.8 formerly smoked True True No No
2584 Female 17.00 True True Urban 67.87 24.9 formerly smoked True True No No
2585 Female 8.00 True True Rural 120.43 23.5 Unknown True True No No
2586 Female 23.00 True True Rural 76.56 30.1 never smoked True True Yes Yes
2587 Female 45.00 True True Urban 108.03 37.3 never smoked True True Yes Yes
2588 Female 78.00 True True Rural 67.90 35.3 never smoked True True Yes Yes
2589 Female 35.00 True True Rural 123.94 28.7 never smoked True True No No
2590 Female 54.00 True True Urban 231.54 29.9 never smoked True True No No
2591 Female 71.00 True True Urban 219.80 34.2 formerly smoked True True Yes Yes
2592 Female 24.00 True True Rural 187.99 24.9 smokes True True No No
2593 Female 20.00 True True Rural 94.67 28.8 Unknown True True No No
2594 Female 60.00 True True Rural 111.79 23.6 smokes True True No No
2595 Female 12.00 True True Rural 80.89 20.1 Unknown True True No No
2596 Female 28.00 True True Rural 86.91 21.1 formerly smoked True True No No
2597 Female 55.00 True True Urban 59.36 34.1 smokes True True Yes Yes
2598 Female 51.00 True True Rural 66.67 29.5 never smoked True True No No
2599 Female 16.00 True True Rural 87.54 37.8 never smoked True True Yes Yes
2600 Female 59.00 True True Urban 83.62 34.2 Unknown True True Yes Yes
2601 Female 9.00 True True Rural 110.97 17.7 Unknown True True No No
2602 Female 34.00 True True Rural 70.53 39.2 never smoked True True Yes Yes
2603 Female 47.00 True True Rural 115.91 22.2 formerly smoked True True No No
2604 Female 76.00 True True Urban 78.68 23.3 never smoked True True No No
2605 Female 3.00 True True Rural 79.76 15.6 Unknown True True No No
2606 Female 76.00 True True Rural 63.28 28.2 never smoked True True No No
2607 Female 44.00 True True Rural 70.48 20.2 never smoked True True No No
2608 Female 17.00 True True Rural 120.96 22.2 formerly smoked True True No No
2609 Female 73.00 True True Rural 77.29 22.6 never smoked True True No No
2610 Female 8.00 True True Urban 81.53 14.8 Unknown True True No No
2611 Female 40.00 True True Urban 65.42 17.4 formerly smoked True True No No
2612 Female 48.00 True True Rural 114.92 29.2 Unknown True True No No
2613 Female 17.00 True True Rural 120.58 18.3 never smoked True True No No
2614 Female 23.00 True True Rural 165.36 21.9 smokes True True No No
2615 Female 81.00 True True Rural 126.34 27.4 smokes True True No No
2616 Female 39.00 True True Rural 89.32 31.0 formerly smoked True True Yes Yes
2617 Female 64.00 True True Urban 65.63 33.5 smokes True True Yes Yes
2618 Female 10.00 True True Urban 109.30 20.1 Unknown True True No No
2619 Female 74.00 True True Urban 111.94 21.7 never smoked True True No No
2620 Female 43.00 True True Rural 110.32 28.4 never smoked True True No No
2621 Female 39.00 True True Rural 79.00 30.0 never smoked True True Yes Yes
2622 Female 37.00 True True Urban 95.08 34.1 never smoked True True Yes Yes
2623 Female 36.00 True True Urban 57.83 21.6 smokes True True No No
2624 Female 61.00 True True Rural 69.77 29.9 never smoked True True No No
2625 Female 45.00 True True Urban 71.40 28.4 smokes True True No No
2626 Female 17.00 True True Urban 79.61 24.1 Unknown True True No No
2627 Female 17.00 True True Rural 77.46 24.0 Unknown True True No No
2628 Female 19.00 True True Urban 96.85 23.4 Unknown True True No No
2629 Female 54.00 True True Urban 182.22 32.6 formerly smoked True True Yes Yes
2630 Female 51.00 True True Urban 67.26 33.1 formerly smoked True True Yes Yes
2631 Female 44.00 True True Rural 60.02 33.8 formerly smoked True True Yes Yes
2632 Female 82.00 True True Urban 113.45 30.3 never smoked True True Yes Yes
2633 Female 49.00 True True Urban 112.31 36.9 Unknown True True Yes Yes
2634 Female 34.00 True True Rural 68.53 29.7 never smoked True True No No
2635 Female 63.00 True True Rural 57.15 38.8 never smoked True True Yes Yes
2636 Female 79.00 True True Rural 214.73 30.9 never smoked True True Yes Yes
2637 Female 81.00 True True Rural 91.82 36.9 Unknown True True Yes Yes
2638 Female 14.00 True True Urban 71.80 18.8 Unknown True True No No
2639 Female 31.00 True True Urban 63.41 25.5 formerly smoked True True No No
2640 Female 22.00 True True Rural 74.99 27.9 smokes True True No No
2641 Female 1.32 True True Rural 75.22 18.6 Unknown True True No No
2642 Female 20.00 True True Urban 61.88 20.1 never smoked True True No No
2643 Female 41.00 True True Urban 65.67 26.7 smokes True True No No
2644 Female 48.00 True True Urban 110.18 30.3 smokes True True Yes Yes
2645 Female 31.00 True True Rural 90.29 38.7 Unknown True True Yes Yes
2646 Female 4.00 True True Urban 72.49 16.9 Unknown True True No No
2647 Female 34.00 True True Urban 113.26 27.6 never smoked True True No No
2648 Female 30.00 True True Urban 84.92 47.8 never smoked True True Yes Yes
2649 Female 7.00 True True Urban 128.17 18.9 Unknown True True No No
2650 Female 61.00 True True Urban 129.31 30.7 formerly smoked True True Yes Yes
2651 Female 55.00 True True Urban 89.43 26.1 formerly smoked True True No No
2652 Female 14.00 True True Rural 101.60 25.3 never smoked True True No No
2653 Female 36.00 True True Rural 66.55 32.8 smokes True True Yes Yes
2654 Female 57.00 True True Rural 231.72 45.7 formerly smoked True True Yes Yes
2655 Female 20.00 True True Urban 96.69 24.6 Unknown True True No No
2656 Female 43.00 True True Urban 100.88 47.6 smokes True True Yes Yes
2657 Female 1.08 True True Urban 109.33 18.2 Unknown True True No No
2658 Female 49.00 True True Urban 206.53 44.5 smokes True True Yes Yes
2659 Female 53.00 True True Rural 83.91 36.6 Unknown True True Yes Yes
2660 Female 18.00 True True Urban 67.92 19.4 never smoked True True No No
2661 Female 13.00 True True Rural 73.48 22.9 Unknown True True No No
2662 Female 37.00 True True Urban 103.66 36.1 smokes True True Yes Yes
2663 Female 45.00 True True Rural 77.45 42.2 formerly smoked True True Yes Yes
2664 Female 50.00 True True Urban 193.80 26.4 never smoked True True No No
2665 Female 12.00 True True Rural 114.34 23.6 never smoked True True No No
2666 Female 5.00 True True Rural 88.44 18.0 Unknown True True No No
2667 Female 41.00 True True Urban 87.06 30.0 never smoked True True Yes Yes
2668 Female 41.00 True True Rural 92.64 43.8 never smoked True True Yes Yes
2669 Female 47.00 True True Urban 99.36 23.8 smokes True True No No
2670 Female 57.00 True True Rural 135.63 36.2 formerly smoked True True Yes Yes
2671 Female 65.00 True True Urban 95.44 25.5 smokes True True No No
2672 Female 80.00 True True Urban 72.71 29.9 never smoked True True No No
2673 Female 58.00 True True Urban 65.45 32.1 never smoked True True Yes Yes
2674 Female 74.00 True True Urban 203.01 25.4 never smoked True True No No
2675 Female 62.00 True True Urban 110.84 23.4 smokes True True No No
2676 Female 21.00 True True Rural 55.12 21.8 never smoked True True No No
2677 Female 17.00 True True Rural 105.91 30.8 never smoked True True Yes Yes
2678 Female 49.00 True True Rural 61.57 37.9 formerly smoked True True Yes Yes
2679 Female 24.00 True True Urban 83.10 42.5 smokes True True Yes Yes
2680 Female 56.00 True True Urban 66.32 23.4 never smoked True True No No
2681 Female 26.00 True True Urban 72.56 35.4 never smoked True True Yes Yes
2682 Female 42.00 True True Urban 63.27 27.0 never smoked True True No No
2683 Female 34.00 True True Urban 79.60 46.3 never smoked True True Yes Yes
2684 Female 56.00 True True Rural 177.56 30.1 never smoked True True Yes Yes
2685 Female 39.00 True True Rural 81.31 34.7 never smoked True True Yes Yes
2686 Female 77.00 True True Rural 59.91 18.3 never smoked True True No No
2687 Female 12.00 True True Rural 132.85 16.2 never smoked True True No No
2688 Female 31.00 True True Rural 96.03 24.1 Unknown True True No No
2689 Female 14.00 True True Rural 83.56 33.1 Unknown True True Yes Yes
2690 Female 5.00 True True Rural 80.93 24.8 Unknown True True No No
2691 Female 60.00 True True Rural 84.54 23.4 smokes True True No No
2692 Female 69.00 True True Urban 67.55 38.1 Unknown True True Yes Yes
2693 Female 39.00 True True Urban 243.52 37.2 smokes True True Yes Yes
2694 Female 0.32 True True Urban 108.63 19.6 Unknown True True No No
2695 Female 34.00 True True Rural 69.06 29.0 smokes True True No No
2696 Female 80.00 True True Urban 73.89 26.7 formerly smoked True True No No
2697 Female 45.00 True True Urban 73.71 34.1 never smoked True True Yes Yes
2698 Female 41.00 True True Urban 129.01 42.4 Unknown True True Yes Yes
2699 Female 75.00 True True Rural 68.38 33.8 Unknown True True Yes Yes
2700 Female 47.00 True True Urban 135.79 32.1 formerly smoked True True Yes Yes
2701 Female 15.00 True True Rural 82.19 40.5 never smoked True True Yes Yes
2702 Female 71.00 True True Urban 208.31 31.8 formerly smoked True True Yes Yes
2703 Female 53.00 True True Rural 98.61 38.8 smokes True True Yes Yes
2704 Female 81.00 True True Urban 80.44 32.2 never smoked True True Yes Yes
2705 Female 62.00 True True Urban 103.69 35.2 smokes True True Yes Yes
2706 Female 62.00 True True Urban 74.12 21.8 formerly smoked True True No No
2707 Female 59.00 True True Urban 71.08 28.1 never smoked True True No No
2708 Female 19.00 True True Urban 58.39 28.2 never smoked True True No No
2709 Female 51.00 True True Rural 176.34 28.4 never smoked True True No No
2710 Female 26.00 True True Rural 67.21 21.8 formerly smoked True True No No
2711 Female 44.00 True True Urban 84.07 21.2 smokes True True No No
2712 Female 31.00 True True Urban 117.31 28.4 never smoked True True No No
2713 Female 17.00 True True Urban 68.86 41.1 never smoked True True Yes Yes
2714 Female 23.00 True True Urban 132.88 24.9 never smoked True True No No
2715 Female 46.00 True True Rural 124.92 28.8 Unknown True True No No
2716 Female 81.00 True True Urban 57.42 33.7 never smoked True True Yes Yes
2717 Female 50.00 True True Urban 154.67 33.8 never smoked True True Yes Yes
2718 Female 34.00 True True Urban 67.66 22.4 never smoked True True No No
2719 Female 50.00 True True Urban 62.63 23.4 never smoked True True No No
2720 Female 49.00 True True Urban 77.93 39.1 smokes True True Yes Yes
2721 Female 2.00 True True Rural 80.30 21.2 Unknown True True No No
2722 Female 34.00 True True Urban 83.07 28.0 formerly smoked True True No No
2723 Female 22.00 True True Urban 140.14 21.1 never smoked True True No No
2724 Female 11.00 True True Urban 92.65 15.7 never smoked True True No No
2725 Female 60.00 True True Rural 99.00 26.1 never smoked True True No No
2726 Female 46.00 True True Rural 83.88 27.1 never smoked True True No No
2727 Female 63.00 True True Urban 57.06 37.9 never smoked True True Yes Yes
2728 Female 50.00 True True Rural 112.25 21.6 Unknown True True No No
2729 Female 36.00 True True Urban 124.31 26.4 Unknown True True No No
2730 Female 18.00 True True Urban 101.95 46.0 formerly smoked True True Yes Yes
2731 Female 44.00 True True Rural 116.95 26.1 never smoked True True No No
2732 Female 4.00 True True Urban 99.76 23.2 Unknown True True No No
2733 Female 60.00 True True Urban 105.48 28.4 Unknown True True No No
2734 Female 19.00 True True Urban 100.60 20.5 never smoked True True No No
2735 Female 39.00 True True Urban 109.03 24.9 Unknown True True No No
2736 Female 79.00 True True Urban 95.42 21.5 formerly smoked True True No No
2737 Female 11.00 True True Rural 123.04 15.9 Unknown True True No No
2738 Female 43.00 True True Rural 107.43 26.5 never smoked True True No No
2739 Female 44.00 True True Rural 56.85 24.4 never smoked True True No No
2740 Female 37.00 True True Rural 102.15 26.6 Unknown True True No No
2741 Female 34.00 True True Rural 88.68 23.9 never smoked True True No No
2742 Female 59.00 True True Urban 182.52 30.1 Unknown True True Yes Yes
2743 Female 40.00 True True Urban 93.97 23.6 never smoked True True No No
2744 Female 8.00 True True Urban 104.03 18.4 Unknown True True No No
2745 Female 24.00 True True Rural 67.99 32.1 never smoked True True Yes Yes
2746 Female 70.00 True True Rural 212.87 34.8 never smoked True True Yes Yes
2747 Female 68.00 True True Urban 96.75 28.4 formerly smoked True True No No
2748 Female 17.00 True True Urban 82.64 31.1 Unknown True True Yes Yes
2749 Female 21.00 True True Rural 71.34 24.0 never smoked True True No No
2750 Female 38.00 True True Rural 183.43 38.1 formerly smoked True True Yes Yes
2751 Female 59.00 True True Urban 101.19 29.9 formerly smoked True True No No
2752 Female 79.00 True True Rural 88.51 24.5 never smoked True True No No
2753 Female 72.00 True True Urban 74.17 35.5 formerly smoked True True Yes Yes
2754 Female 54.00 True True Urban 76.04 29.5 smokes True True No No
2755 Female 44.00 True True Urban 73.87 28.8 smokes True True No No
2756 Female 48.00 True True Rural 99.07 22.1 never smoked True True No No
2757 Female 44.00 True True Rural 133.24 45.0 smokes True True Yes Yes
2758 Female 61.00 True True Urban 69.88 27.1 never smoked True True No No
2759 Female 58.00 True True Rural 69.12 28.3 Unknown True True No No
2760 Female 81.00 True True Rural 86.05 20.1 formerly smoked True True No No
2761 Female 35.00 True True Urban 81.90 24.5 never smoked True True No No
2762 Female 40.00 True True Rural 99.58 24.1 Unknown True True No No
2763 Female 37.00 True True Rural 124.54 31.3 never smoked True True Yes Yes
2764 Female 35.00 True True Urban 112.35 29.9 Unknown True True No No
2765 Female 38.00 True True Urban 160.76 30.2 smokes True True Yes Yes
2766 Female 26.00 True True Rural 73.29 27.8 never smoked True True No No
2767 Female 72.00 True True Urban 206.49 26.3 never smoked True True No No
2768 Female 20.00 True True Rural 117.59 17.1 never smoked True True No No
2769 Female 1.24 True True Rural 61.94 20.3 Unknown True True No No
2770 Female 26.00 True True Urban 116.68 18.7 formerly smoked True True No No
2771 Female 79.00 True True Urban 253.86 28.8 formerly smoked True True No No
2772 Female 78.00 True True Urban 203.36 28.7 formerly smoked True True No No
2773 Female 46.00 True True Rural 64.09 25.3 never smoked True True No No
2774 Female 44.00 True True Rural 98.30 25.0 never smoked True True No No
2775 Female 51.00 True True Urban 95.16 42.7 formerly smoked True True Yes Yes
2776 Female 41.00 True True Rural 91.04 24.5 never smoked True True No No
2777 Female 42.00 True True Rural 96.86 29.3 never smoked True True No No
2778 Female 6.00 True True Urban 91.05 22.1 Unknown True True No No
2779 Female 46.00 True True Urban 55.84 27.8 never smoked True True No No
2780 Female 47.00 True True Urban 84.04 24.7 never smoked True True No No
2781 Female 25.00 True True Urban 92.06 25.3 smokes True True No No
2782 Female 40.00 True True Urban 89.61 41.2 formerly smoked True True Yes Yes
2783 Female 49.00 True True Urban 69.92 47.6 never smoked True True Yes Yes
2784 Female 61.00 True True Rural 120.23 22.7 Unknown True True No No
2785 Female 82.00 True True Rural 211.58 36.9 never smoked True True Yes Yes
2786 Female 31.00 True True Urban 89.01 37.4 never smoked True True Yes Yes
2787 Female 37.00 True True Urban 118.41 25.1 never smoked True True No No
2788 Female 21.00 True True Urban 91.01 28.7 never smoked True True No No
2789 Female 5.00 True True Urban 61.98 16.8 Unknown True True No No
2790 Female 35.00 True True Rural 58.72 40.0 smokes True True Yes Yes
2791 Female 24.00 True True Urban 90.42 24.3 never smoked True True No No
2792 Female 52.00 True True Urban 104.00 25.6 smokes True True No No
2793 Female 34.00 True True Rural 174.37 23.0 never smoked True True No No
2794 Female 8.00 True True Urban 76.31 15.5 Unknown True True No No
2795 Female 29.00 True True Urban 90.52 28.0 never smoked True True No No
2796 Female 44.00 True True Rural 72.03 37.5 smokes True True Yes Yes
2797 Female 19.00 True True Urban 90.57 24.2 Unknown True True No No
2798 Female 72.00 True True Urban 83.89 33.1 formerly smoked True True Yes Yes
2799 Female 51.00 True True Urban 152.56 21.8 Unknown True True No No
2800 Female 63.00 True True Rural 75.93 34.7 formerly smoked True True Yes Yes
2801 Female 64.00 True True Urban 76.89 30.2 Unknown True True Yes Yes
2802 Female 0.72 True True Rural 62.13 16.8 Unknown True True No No
2803 Female 45.00 True True Urban 97.95 24.5 Unknown True True No No
2804 Female 57.00 True True Rural 77.93 21.7 never smoked True True No No
2805 Female 18.00 True True Urban 82.85 46.9 Unknown True True Yes Yes
2806 Female 13.00 True True Rural 103.08 18.6 Unknown True True No No
2807 Female 81.00 True True Urban 125.20 40.0 never smoked True True Yes Yes
2808 Female 35.00 True True Rural 82.99 30.6 never smoked True True Yes Yes
2809 Female 44.00 True True Urban 85.28 26.2 Unknown True True No No
2810 Female 61.00 True True Rural 202.21 31.6 never smoked True True Yes Yes
2811 Female 59.00 True True Rural 76.15 30.2 Unknown True True Yes Yes
2812 Female 63.00 True True Urban 90.90 30.0 formerly smoked True True Yes Yes
2813 Female 75.00 True True Urban 109.78 28.3 Unknown True True No No
2814 Female 76.00 True True Urban 89.96 28.4 Unknown True True No No
2815 Female 63.00 True True Urban 197.54 31.6 never smoked True True Yes Yes
2816 Female 76.00 True True Rural 62.57 28.0 formerly smoked True True No No
2817 Female 51.00 True True Urban 165.31 30.5 never smoked True True Yes Yes
2818 Female 66.00 True True Urban 101.45 29.3 Unknown True True No No
2819 Female 76.00 True True Urban 106.41 28.2 formerly smoked True True No No
2820 Female 72.00 True True Urban 219.91 32.1 Unknown True True Yes Yes
2821 Female 75.00 True True Urban 62.48 28.1 Unknown True True No No
2822 Female 38.00 True True Rural 101.45 29.9 formerly smoked True True No No
2823 Female 79.00 True True Rural 169.67 28.0 Unknown True True No No
2824 Female 76.00 True True Urban 57.92 27.9 formerly smoked True True No No
2825 Female 1.32 True True Urban 70.37 18.7 Unknown True True No No
2826 Female 79.00 True True Rural 60.94 28.8 never smoked True True No No
2827 Female 78.00 True True Rural 60.67 27.1 formerly smoked True True No No
2828 Female 80.00 True True Urban 110.66 27.3 Unknown True True No No
2829 Female 77.00 True True Urban 81.32 28.1 Unknown True True No No
2830 Female 76.00 True True Urban 199.86 31.7 smokes True True Yes Yes
2831 Female 76.00 True True Urban 209.58 33.1 never smoked True True Yes Yes
2832 Female 63.00 True True Rural 79.92 30.0 smokes True True Yes Yes
2833 Female 48.00 True True Rural 118.14 31.7 formerly smoked True True Yes Yes
2834 Female 43.00 True True Rural 107.42 29.9 never smoked True True No No
2835 Female 9.00 True True Urban 95.81 20.0 Unknown True True No No
2836 Female 77.00 True True Rural 183.10 29.0 never smoked True True No No
2837 Female 17.00 True True Rural 83.23 26.4 never smoked True True No No
2838 Female 71.00 True True Urban 91.35 29.0 formerly smoked True True No No
2839 Female 35.00 True True Urban 83.76 29.8 smokes True True No No
2840 Female 23.00 True True Urban 110.16 27.0 never smoked True True No No
2841 Female 23.00 True True Rural 193.22 28.4 smokes True True No No
2842 Female 71.00 True True Rural 66.12 30.4 never smoked True True Yes Yes
2843 Female 3.00 True True Urban 79.63 18.9 Unknown True True No No
2844 Female 73.00 True True Rural 79.69 28.6 formerly smoked True True No No
2845 Female 6.00 True True Urban 201.25 20.5 Unknown True True No No
2846 Female 71.00 True True Urban 214.77 32.3 Unknown True True Yes Yes
2847 Female 54.00 True True Rural 98.74 31.9 never smoked True True Yes Yes
2848 Female 80.00 True True Urban 84.86 27.4 Unknown True True No No
2849 Female 49.00 True True Rural 67.27 29.9 formerly smoked True True No No
2850 Female 61.00 True True Urban 237.58 33.7 formerly smoked True True Yes Yes
2851 Female 25.00 True True Urban 93.23 27.2 smokes True True No No
2852 Female 29.00 True True Urban 81.43 28.6 formerly smoked True True No No
2853 Female 48.00 True True Urban 101.22 30.0 formerly smoked True True Yes Yes
2854 Female 57.00 True True Urban 210.00 35.2 never smoked True True Yes Yes
2855 Female 48.00 True True Rural 209.90 33.2 smokes True True Yes Yes
2856 Female 30.00 True True Urban 88.20 29.3 smokes True True No No
2857 Female 60.00 True True Urban 203.04 32.1 smokes True True Yes Yes
2858 Female 42.00 True True Urban 208.06 32.5 smokes True True Yes Yes
2859 Female 60.00 True True Urban 109.00 31.9 Unknown True True Yes Yes
2860 Female 19.00 True True Rural 72.39 26.3 smokes True True No No
2861 Female 77.00 True True Urban 109.51 29.7 never smoked True True No No
2862 Female 20.00 True True Urban 89.03 26.6 smokes True True No No
2863 Female 52.00 True True Rural 111.38 31.8 smokes True True Yes Yes
2864 Female 69.00 True True Urban 112.20 30.6 never smoked True True Yes Yes
2865 Female 34.00 True True Urban 100.61 31.5 Unknown True True Yes Yes
2866 Female 71.00 True True Urban 105.55 30.6 smokes True True Yes Yes
2867 Female 73.00 True True Rural 217.84 33.9 never smoked True True Yes Yes
2868 Female 5.00 True True Rural 105.18 19.0 Unknown True True No No
2869 Female 38.00 True True Rural 217.55 33.5 smokes True True Yes Yes
2870 Female 68.00 True True Rural 233.30 33.5 Unknown True True Yes Yes
2871 Female 33.00 True True Rural 97.87 31.4 smokes True True Yes Yes
2872 Female 56.00 True True Urban 102.97 30.1 smokes True True Yes Yes
2873 Female 73.00 True True Rural 69.35 28.4 never smoked True True No No
2874 Female 67.00 True True Rural 85.48 30.8 smokes True True Yes Yes
2875 Female 62.00 True True Urban 75.78 31.8 smokes True True Yes Yes
2876 Female 38.00 True True Urban 91.44 30.1 Unknown True True Yes Yes
2877 Female 47.00 True True Rural 195.61 31.7 never smoked True True Yes Yes
2878 Female 42.00 True True Urban 73.37 29.9 smokes True True No No
2879 Female 68.00 True True Urban 82.85 29.0 smokes True True No No
2880 Female 31.00 True True Urban 87.23 29.4 formerly smoked True True No No
2881 Female 52.00 True True Rural 104.45 31.8 never smoked True True Yes Yes
2882 Female 53.00 True True Urban 227.68 33.1 never smoked True True Yes Yes
2883 Female 33.00 True True Urban 84.40 29.7 smokes True True No No
2884 Female 53.00 True True Rural 235.45 32.5 formerly smoked True True Yes Yes
2885 Female 49.00 True True Rural 107.55 30.1 Unknown True True Yes Yes
2886 Female 41.00 True True Rural 76.66 30.0 Unknown True True Yes Yes
2887 Female 16.00 True True Urban 89.45 26.5 Unknown True True No No
2888 Female 45.00 True True Urban 202.66 31.9 never smoked True True Yes Yes
2889 Female 13.00 True True Rural 219.81 25.7 Unknown True True No No
2890 Female 61.00 True True Rural 219.38 33.5 never smoked True True Yes Yes
2891 Female 37.00 True True Rural 72.08 29.6 formerly smoked True True No No
2892 Female 79.00 True True Rural 208.05 29.8 smokes True True No No
2893 Female 75.00 True True Urban 83.88 28.4 smokes True True No No
2894 Female 79.00 True True Rural 92.43 29.2 never smoked True True No No
2895 Female 69.00 True True Urban 207.60 31.2 never smoked True True Yes Yes
2896 Female 82.00 True True Urban 222.52 31.8 formerly smoked True True Yes Yes
2897 Female 17.00 True True Urban 92.97 26.5 formerly smoked True True No No
2898 Female 18.00 True True Rural 101.12 26.4 smokes True True No No
2899 Female 20.00 True True Rural 79.53 26.5 never smoked True True No No
2900 Female 78.00 True True Urban 101.76 27.3 smokes True True No No
2901 Female 65.00 True True Rural 57.52 29.4 formerly smoked True True No No
2902 Female 78.00 True True Rural 206.53 31.2 never smoked True True Yes Yes
2903 Female 70.00 True True Rural 65.68 28.6 Unknown True True No No
2904 Female 70.00 True True Urban 240.69 30.9 smokes True True Yes Yes
2905 Female 45.00 True True Rural 95.02 31.8 smokes True True Yes Yes
2906 Female 80.00 True True Urban 83.75 29.1 never smoked True True No No
In [304]:
data = {
    'female_high_bmi_stroke': ['Yes', 'No'],
    'count': [1092, 1815]  # counts determined from cell above
}
df_female = pd.DataFrame(data)

colors = ['blue', 'green']

# Create the bar plot
plt.bar(df_female['female_high_bmi_stroke'], df_female['count'], color=colors)

# Add labels and title
plt.xlabel('High BMI and Stroke in Females')
plt.ylabel('Count')
plt.title('Count of High BMI and Stroke in Females')

# Show plot
plt.show()
In [305]:
# Create the new column 'high_bmi_stroke' for males only using a lambda function
strokedata_df['male_high_bmi_stroke'] = strokedata_df.apply(lambda row: 'Yes' if row['gender'] == 'Male' and row['bmi'] >= 30 and row['stroke'] == 1 else 'No' if row['gender'] == 'Male' else 'Female', axis=1)
count_male_high_bmi_stroke = strokedata_df['male_high_bmi_stroke'].value_counts()

print(count_male_high_bmi_stroke)
percentagemale_high_bmi_stroke = count_male_high_bmi_stroke / len(strokedata_df) * 100

print("Percentage of 'Yes': {:.2f}%".format(percentagemale_high_bmi_stroke['Yes']))
print("Percentage of 'No': {:.2f}%".format(percentagemale_high_bmi_stroke['No']))
male_high_bmi_stroke
Female    2907
No        1241
Yes        833
Name: count, dtype: int64
Percentage of 'Yes': 16.72%
Percentage of 'No': 24.91%
In [306]:
sns.countplot(data=strokedata_df, x='male_high_bmi_stroke', hue='stroke', palette=['blue', 'red'], order=['Yes', 'No'])
plt.xlabel('Males with High BMI & Stroke')
plt.ylabel('Count')
plt.title('Counts of Males with High BMI and Stroke')
plt.legend(title='Stroke', labels=['Yes', 'No'])
plt.show()
#this shows the amount of males with high BMI and stroke
<ipython-input-306-5f524f4f9ebf>:1: UserWarning: The palette list has more values (2) than needed (1), which may not be intended.
  sns.countplot(data=strokedata_df, x='male_high_bmi_stroke', hue='stroke', palette=['blue', 'red'], order=['Yes', 'No'])
In [307]:
strokedata_df.head()
Out[307]:
gender age hypertension heart_disease Residence_type avg_glucose_level bmi smoking_status stroke hypertension_and_stroke high_bmi_stroke female_high_bmi_stroke male_high_bmi_stroke
0 Male 67.0 True True Urban 228.69 36.6 formerly smoked True True Yes Male Yes
1 Male 80.0 True True Rural 105.92 32.5 never smoked True True Yes Male Yes
2 Female 49.0 True True Urban 171.23 34.4 smokes True True Yes Yes Female
3 Female 79.0 True True Rural 174.12 24.0 never smoked True True No No Female
4 Male 81.0 True True Urban 186.21 29.0 formerly smoked True True No Male No
In [308]:
strokedata_df.describe()
Out[308]:
age avg_glucose_level bmi
count 4981.000000 4981.000000 4981.000000
mean 43.419859 105.943562 28.498173
std 22.662755 45.075373 6.790464
min 0.080000 55.120000 14.000000
25% 25.000000 77.230000 23.700000
50% 45.000000 91.850000 28.100000
75% 61.000000 113.860000 32.600000
max 82.000000 271.740000 48.900000

For the next part of the project I plan to build a model that will predict stroke incidence based on age, glucose levels, bmi, smoker status, heart disease, and hypertension. I also plan to test if there is a statistically significant positive correlation between hypertension and stroke incidence regardless of age. Gender disparities will also be addressed in the model.

In [309]:
import seaborn as sns
import matplotlib.pyplot as plt

# Assuming strokedata_df is your DataFrame containing the data
# Example strokedata_df:
# strokedata_df = pd.read_csv('your_data.csv')

# Selecting numeric columns
numerical_df = strokedata_df.select_dtypes(include=['number'])

# Creating a pairplot
sns.pairplot(numerical_df)
plt.suptitle('Pairwise Correlation Scatter Plot', y=1.02)
plt.show()
In [310]:
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt

# Assuming strokedata_df is your DataFrame containing the data
# Example strokedata_df:
# strokedata_df = pd.read_csv('your_data.csv')

# Dropping non-numeric columns
numerical_df = strokedata_df.select_dtypes(include=['number'])

# Calculate correlations
correlation_matrix = numerical_df.corr()

# Plotting the correlation matrix
plt.figure(figsize=(10, 8))
sns.heatmap(correlation_matrix, annot=True, cmap='coolwarm', fmt=".2f", annot_kws={"size": 10})
plt.title('Correlation Matrix of Strokedata_df Variables')
plt.show()
In [311]:
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt

# Assuming strokedata_df is your DataFrame containing the data
# Example strokedata_df:
# strokedata_df = pd.read_csv('your_data.csv')

# Encoding categorical columns
strokedata_df_encoded = pd.get_dummies(strokedata_df)

# Calculate correlations
correlation_matrix = strokedata_df_encoded.corr()

# Plotting the correlation matrix
plt.figure(figsize=(12, 12))
sns.heatmap(correlation_matrix, annot=True, cmap='coolwarm', fmt=".2f", annot_kws={"size": 10})
plt.title('Correlation Matrix of Strokedata_df Variables')
plt.show()

#too much going on here so reducing it a little more to focus on specific variables rather than all
In [312]:
# Select the desired columns
selected_columns = ['smoking_status_smokes', 'smoking_status_formerly smoked', 'stroke', 'bmi', 'gender_Female', 'gender_Male', 'hypertension', 'avg_glucose_level', 'heart_disease']

# Extract the sub-DataFrame
selected_data = strokedata_df_encoded[selected_columns]

# Calculate the correlation matrix for the selected columns
correlation_matrix = selected_data.corr()

# Plot the correlation matrix as a heatmap
sns.heatmap(correlation_matrix, annot=True, cmap='coolwarm')
plt.show()

#Avg glucose level and bmi are correlated (positively), no obvious gender differences
In [313]:
import pandas as pd
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import OneHotEncoder
from sklearn.compose import ColumnTransformer
from sklearn.pipeline import Pipeline
from sklearn.linear_model import LogisticRegression
from sklearn.metrics import accuracy_score, classification_report

strokedata_df = pd.read_csv('/content/sample_data/brain_stroke.csv')

# Define target variable
X = strokedata_df.drop(columns=['stroke'])  # Features
y = strokedata_df['stroke']  # Target variable

# Splitting the data into training and testing sets
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)

# Preprocessing: One-hot encoding for categorical variables
categorical_cols = [col for col in X.columns if X[col].dtype == 'object']
preprocessor = ColumnTransformer(
    transformers=[('cat', OneHotEncoder(), categorical_cols)],
    remainder='passthrough')

# Define the pipeline with preprocessing and logistic regression
pipeline = Pipeline([
    ('preprocessor', preprocessor),
    ('classifier', LogisticRegression())
])

# Train the model
pipeline.fit(X_train, y_train)

# Predictions on the testing set
y_pred = pipeline.predict(X_test)

# Evaluating the model
accuracy = accuracy_score(y_test, y_pred)
print("Accuracy:", accuracy)

# Classification report
print("\nClassification Report:")
print(classification_report(y_test, y_pred))
Accuracy: 0.9458375125376128

Classification Report:
              precision    recall  f1-score   support

           0       0.95      1.00      0.97       943
           1       0.00      0.00      0.00        54

    accuracy                           0.95       997
   macro avg       0.47      0.50      0.49       997
weighted avg       0.89      0.95      0.92       997

/usr/local/lib/python3.10/dist-packages/sklearn/linear_model/_logistic.py:458: ConvergenceWarning: lbfgs failed to converge (status=1):
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.

Increase the number of iterations (max_iter) or scale the data as shown in:
    https://scikit-learn.org/stable/modules/preprocessing.html
Please also refer to the documentation for alternative solver options:
    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression
  n_iter_i = _check_optimize_result(
/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
  _warn_prf(average, modifier, msg_start, len(result))
/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
  _warn_prf(average, modifier, msg_start, len(result))
/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
  _warn_prf(average, modifier, msg_start, len(result))
In [314]:
from sklearn.metrics import roc_curve, auc
import matplotlib.pyplot as plt

# Get predicted probabilities for the positive class (class 1)
y_prob = pipeline.predict_proba(X_test)[:, 1]

# Compute ROC curve and AUC
fpr, tpr, thresholds = roc_curve(y_test, y_prob)
roc_auc = auc(fpr, tpr)

# Plot ROC curve
plt.figure(figsize=(8, 6))
plt.plot(fpr, tpr, color='blue', lw=2, label='ROC curve (area = %0.2f)' % roc_auc)
plt.plot([0, 1], [0, 1], color='red', lw=2, linestyle='--')
plt.xlim([0.0, 1.0])
plt.ylim([0.0, 1.05])
plt.xlabel('False Positive Rate')
plt.ylabel('True Positive Rate')
plt.title('Receiver Operating Characteristic (ROC) Curve')
plt.legend(loc='lower right')
plt.show()
In [315]:
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import StandardScaler
from sklearn.pipeline import Pipeline
from sklearn.neighbors import KNeighborsClassifier
from sklearn.metrics import accuracy_score, classification_report

# Split data into features and target
X = strokedata_df.drop(columns=['stroke'])
y = strokedata_df['stroke']

# Split data into training and testing sets
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)

# Define preprocessor if needed (example: standardization)
preprocessor = StandardScaler()
# Preprocessing: One-hot encoding for categorical variables
categorical_cols = [col for col in X.columns if X[col].dtype == 'object']
preprocessor = ColumnTransformer(
    transformers=[('cat', OneHotEncoder(), categorical_cols)],
    remainder='passthrough')

# Define the pipeline with preprocessing and kNN classifier
pipeline_knn = Pipeline([
    ('preprocessor', preprocessor),  # Include preprocessor if necessary
    ('classifier', KNeighborsClassifier())  # kNN classifier
])

# Train the kNN model
pipeline_knn.fit(X_train, y_train)

# Predictions on the testing set
y_pred_knn = pipeline_knn.predict(X_test)

# Evaluating the kNN model
accuracy_knn = accuracy_score(y_test, y_pred_knn)
print("kNN Accuracy:", accuracy_knn)

# Classification report for kNN
print("\nkNN Classification Report:")
print(classification_report(y_test, y_pred_knn))
kNN Accuracy: 0.9418254764292878

kNN Classification Report:
              precision    recall  f1-score   support

           0       0.95      0.99      0.97       943
           1       0.17      0.02      0.03        54

    accuracy                           0.94       997
   macro avg       0.56      0.51      0.50       997
weighted avg       0.90      0.94      0.92       997

In [316]:
from sklearn.neighbors import KNeighborsClassifier

# Define the pipeline with preprocessing and kNN classifier
pipeline_knn = Pipeline([
    ('preprocessor', preprocessor),
    ('classifier', KNeighborsClassifier())  # kNN classifier
])

# Training the kNN model
pipeline_knn.fit(X_train, y_train)

# Predictions on the testing set
y_pred_knn = pipeline_knn.predict(X_test)

# Evaluating the kNN model
accuracy_knn = accuracy_score(y_test, y_pred_knn)
print("kNN Accuracy:", accuracy_knn)

# Classification report for kNN
print("\nkNN Classification Report:")
print(classification_report(y_test, y_pred_knn))
#0.94 accuracy is good but lets cross-validate
kNN Accuracy: 0.9418254764292878

kNN Classification Report:
              precision    recall  f1-score   support

           0       0.95      0.99      0.97       943
           1       0.17      0.02      0.03        54

    accuracy                           0.94       997
   macro avg       0.56      0.51      0.50       997
weighted avg       0.90      0.94      0.92       997

In [317]:
from sklearn.model_selection import cross_val_score

# Perform 5-fold cross-validation
cv_scores = cross_val_score(pipeline_knn, X, y, cv=5)

# Print cross-validation scores
print("Cross-validation scores:", cv_scores)

# Calculate mean cross-validation score
mean_cv_score = cv_scores.mean()
print("Mean Cross-validation score:", mean_cv_score)
#0.94 cross-validation score is good
Cross-validation scores: [0.94182548 0.93875502 0.937751   0.9497992  0.94176707]
Mean Cross-validation score: 0.9419795531171828
In [318]:
from sklearn.metrics import confusion_matrix
import matplotlib.pyplot as plt
import seaborn as sns

# Compute confusion matrix
conf_matrix = confusion_matrix(y_test, y_pred_knn)

# Plot confusion matrix
plt.figure(figsize=(8, 6))
sns.heatmap(conf_matrix, annot=True, fmt='d', cmap='Blues', cbar=False)
plt.xlabel('Predicted labels')
plt.ylabel('True labels')
plt.title('Confusion Matrix')
plt.show()
#lots of true positives
In [319]:
from sklearn.metrics import roc_curve, auc
import matplotlib.pyplot as plt

# Get predicted probabilities for the positive class (class 1)
y_prob_knn = pipeline_knn.predict_proba(X_test)[:, 1]

# Compute ROC curve and AUC for kNN
fpr_knn, tpr_knn, thresholds_knn = roc_curve(y_test, y_prob_knn)
roc_auc_knn = auc(fpr_knn, tpr_knn)

# Plot ROC curve for kNN
plt.figure(figsize=(8, 6))
plt.plot(fpr_knn, tpr_knn, color='green', lw=2, label='ROC curve (area = %0.2f)' % roc_auc_knn)
plt.plot([0, 1], [0, 1], color='red', lw=2, linestyle='--')
plt.xlim([0.0, 1.0])
plt.ylim([0.0, 1.05])
plt.xlabel('False Positive Rate')
plt.ylabel('True Positive Rate')
plt.title('Receiver Operating Characteristic (ROC) Curve for kNN')
plt.legend(loc='lower right')
plt.show()

#0.63 AUC is not terrible, but is not great. Could be improved
In [320]:
import seaborn as sns
import matplotlib.pyplot as plt

# Define the column names of the features you want to include in the scatter plots
features_subset = ['age', 'bmi', 'avg_glucose_level']

# Combine features and target variable into a single DataFrame
data_combined = X_train[features_subset].copy()
data_combined['stroke'] = y_train

# Create pair plots for the selected features
sns.pairplot(data=data_combined, vars=features_subset, hue='stroke', palette='husl')
plt.suptitle('Pairwise Scatter Plots with Class Labels', y=1.02)
plt.show()

Overall, the logistic regression model was slightly better than the kNN model. There was some positive correlation seen between smoking status, avg glucose level, and bmi, but many of the other vairables were inconclusive with stroke incidence More data from another data set is needed to draw conclusions about gender disparities in stroke.

In [321]:
%%shell
!pip install nbconvert
import os
!jupyter nbconvert --to html '/content/drive/MyDrive/Colab Noteb
/bin/bash: line 1: !pip: command not found
/bin/bash: line 2: import: command not found
/bin/bash: line 3: !jupyter: command not found
---------------------------------------------------------------------------
CalledProcessError                        Traceback (most recent call last)
<ipython-input-321-10be0ab353db> in <cell line: 1>()
----> 1 get_ipython().run_cell_magic('shell', '', "!pip install nbconvert\nimport os\n!jupyter nbconvert --to html '/content/drive/MyDrive/Colab Notebooks/Project Milestone 3.ipynb'\n")

/usr/local/lib/python3.10/dist-packages/google/colab/_shell.py in run_cell_magic(self, magic_name, line, cell)
    332     if line and not cell:
    333       cell = ' '
--> 334     return super().run_cell_magic(magic_name, line, cell)
    335 
    336 

/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py in run_cell_magic(self, magic_name, line, cell)
   2471             with self.builtin_trap:
   2472                 args = (magic_arg_s, cell)
-> 2473                 result = fn(*args, **kwargs)
   2474             return result
   2475 

/usr/local/lib/python3.10/dist-packages/google/colab/_system_commands.py in _shell_cell_magic(args, cmd)
    110   result = _run_command(cmd, clear_streamed_output=False)
    111   if not parsed_args.ignore_errors:
--> 112     result.check_returncode()
    113   return result
    114 

/usr/local/lib/python3.10/dist-packages/google/colab/_system_commands.py in check_returncode(self)
    135   def check_returncode(self):
    136     if self.returncode:
--> 137       raise subprocess.CalledProcessError(
    138           returncode=self.returncode, cmd=self.args, output=self.output
    139       )

CalledProcessError: Command '!pip install nbconvert
import os
!jupyter nbconvert --to html '/content/drive/MyDrive/Colab Notebooks/Project Milestone 3.ipynb'
' returned non-zero exit status 127.
In [ ]:
from google.colab import drive
drive.mount('/content/drive')